adversa.ai
Last updated: 6/8/2026valid
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Generated by All in One SEO v4.9.7.2, this is an llms.txt file, used by LLMs to index the site. # Adversa AI Agentic AI Security ## Sitemaps - [XML Sitemap](https://adversa.ai/sitemap.xml): Contains all public & indexable URLs for this website. ## Posts - [Towards Trusted AI Week 23 - AI Drone Killing and Adversarial Attacks in Military](https://adversa.ai/blog/towards-trusted-ai-week-23-ai-drone-killing-and-adversarial-attacks-in-military/) - [Towards Trusted AI Week 24 - Google , ENISA and OWASP initiatives on Secure AI](https://adversa.ai/blog/towards-trusted-ai-week-24-google-enisa-and-owasp-initiatives-on-secure-ai/) - [Towards Trusted AI Week 25 - Nvidia and WEF Updates and Strategies for Securing AI](https://adversa.ai/blog/towards-trusted-ai-week-25-nvidia-and-wef-updates-and-strategies-for-securing-ai/) - [Adversa AI on ISACA Singapore Chapter's webinar](https://adversa.ai/blog/adversa-ai-on-isaca-singapore-chapters-webinar/) - [Top MCP security resources — June 2026](https://adversa.ai/blog/top-mcp-security-resources-june-2026/) - June 2026 MCP security roundup: 12,520 exposed servers, ~40% with no auth, MCP's 67 CVEs, Akamai's database flaws, and the NSA's hardening guidance. - [AIRQ: The First Independent AI Agent Security Rating and Open Source Risk Scoring Framework Ranks 100+ AI Agents](https://adversa.ai/blog/adversa-ai-launches-airq-framework-report/) - Adversa AI launches AI Risk Quadrant Report (AIRQ), the largest independent agentic AI security assessment to date and the first comparative security rating. - [The AI risk quadrant for agents: scoring 100 digital workers nobody secured](https://adversa.ai/blog/airq-ai-risk-quadrant-for-agents-top-100-agents-scored-for-attack-defense-blast-radius/) - The AIRQ report scores 100 AI agents on attack surface, blast radius, and defenses. Use AIRQ framework to assess your own stack. See why 98% carry the lethal trifecta. - [Top Agentic AI security resources — June 2026](https://adversa.ai/blog/top-agentic-ai-security-resources-june-2026/) - June 2026's agentic AI security roundup: coding agent RCEs, Microsoft Semantic Kernel flaws, a Copilot backdoor, and the newest agent defenses. - [SymJack: the approval prompt is lying to you. A symlink-hijack RCE in six AI coding agents](https://adversa.ai/blog/the-approval-prompt-is-lying-to-you-symlink-rce-in-five-ai-coding-agents-claude-code-cursor-antigravity-copilot-grok-build/) - A critical coding agent security flaw, SynJack, lets a fake "video copy" rewrite config in Claude, Cursor, Copilot, Codex, Grok, and Gemini. How to stop RCE. - [OWASP ASI02: tool misuse and exploitation — the definitive security guide](https://adversa.ai/blog/owasp-asi02-tool-misuse-and-exploitation-the-definitive-security-guide/) - OWASP ASI02 - full technical guide. How AI agents misuse legitimate tools to wipe drives and delete databases. Plus mitigations and controls that stop it. - [TrustFall: coding agent security flaw enables one-click RCE in Claude, Cursor, Gemini CLI and GitHub Copilot](https://adversa.ai/blog/trustfall-coding-agent-security-flaw-rce-claude-cursor-gemini-cli-copilot/) - Discover TrustFall, a critical coding agent security flaw allowing 1-click RCE in Claude Code, Cursor, Gemini, and Copilot via malicious project settings. - [AI risk management insurance is tightening. Cyber insurance history shows exactly where it ends up.](https://adversa.ai/blog/ai-risk-management-insurance-what-the-new-exclusions-mean/) - Major insurers are adding AI-related exclusions to their insurance policies. Know what comes next, and what enterprises should prepare before their next renewal. - [Adversa AI Red Teaming Platform Named Innovation Leader in KuppingerCole's Generative AI Defense Compass](https://adversa.ai/blog/adversa-ai-red-teaming-platform-named-innovation-leader-in-kuppingercoles-generative-ai-defense-compass/) - Adversa AI named an Innovation Leader in KuppingerCole's Leadership Compass: Generative AI Defense, an independent analyst evaluation of the AI security market. - [Adversa AI wins Artificial Intelligence Excellence award in Safety and Alignment category](https://adversa.ai/blog/adversa-ai-wins-artificial-intelligence-excellence-award-safety-alignment-category/) - Adversa AI won in the Safety and Alignment category, recognized for advancing real-world AI safety through continuous adversarial testing of AI systems - [Top GenAI security resources — May 2026](https://adversa.ai/blog/top-genai-security-resources-may-2026/) - Explore the top GenAI security resources for May 2026. Learn about the new IICL attack bypassing GPT-5.4 guardrails, vector DB poisoning, and the Mythos agent. - [Top MCP security resources — May 2026](https://adversa.ai/blog/top-mcp-security-resources-may-2026/) - May 2026 top MCP security resources include a breakdown of fundamental transport flaw exposing 200,000 servers, a reference MCP architecture, and tools to secure your agentic AI deployments. - [Top Agentic AI security resources — May 2026](https://adversa.ai/blog/top-agentic-ai-security-resources-may-2026/) - Explore May 2026's top Agentic AI security updates. Get the latest on the Claude Code source leak, Mythos autonomous exploits, and new defense frameworks. - [AI-driven exploitation is here: what Mythos proved and what comes next](https://adversa.ai/blog/ai-driven-exploitation-mythos-what-comes-next/) - Anthropic's Mythos completed a network attack autonomously. Here's why this capability isn't exclusive, and why AI systems your teams built are the next target. - [We broke GPT-5.4 safety with 10 examples and 2 words using a new attack technique — IICL](https://adversa.ai/blog/iicl-attack-gpt-5-4-safety-bypass-in-context-learning/) - IICL is a structural jailbreak bypassing GPT-5.4 safety with just two words. Learn why newer doesn’t mean safer and what this means for teams building on OpenAI - [Red teaming agentic AI: should you go manual, in-house, or continuous?](https://adversa.ai/blog/manual-in-house-continuous-red-teaming-agentic-ai-coverage-cost/) - [OWASP ASI01 — Agent Goal Hijack: a practical security guide](https://adversa.ai/blog/asi01-agent-goal-hijack-a-practical-security-guide/) - Full technical guide to ASI01: Agent Goal Hijack, the #1 risk in the OWASP Agentic Top 10. Attack surface taxonomy, examples, practical defense frameworks. - [Top GenAI security resources — April 2026](https://adversa.ai/blog/top-genai-security-resources-april-2026/) - Explore April 2026's top GenAI security resources. Learn about the LiteLLM supply chain compromise, 128K context window poisoning, RAG exploits, and AI defenses - [Top MCP security resources — April 2026](https://adversa.ai/blog/top-mcp-security-resources-april-2026/) - Explore April 2026's top MCP security resources. Learn how to audit MCP servers for over-privileged capabilities and prevent resource amplification loops. - [Critical Claude Code vulnerability: Deny rules silently bypassed because security checks cost too many tokens](https://adversa.ai/blog/claude-code-security-bypass-deny-rules-disabled/) - Adversa AI Red Team found Claude Code's deny rules silently stop working after 50 subcommands. The fix exists in Anthropic's codebase. They never shipped it - [Top Agentic AI security resources — April 2026](https://adversa.ai/blog/top-agentic-ai-security-resources-april-2026/) - Explore the top Agentic AI security updates from April 2026. Discover critical OpenClaw vulnerabilities, active GitHub exploits, and new defense frameworks. - [Adversa AI Wins "Most Innovative Agentic AI Security" at Global InfoSec Awards During RSA Conference 2026](https://adversa.ai/blog/adversa-ai-wins-most-innovative-agentic-ai-security-at-global-infosec-awards-during-rsa-conference-2026/) - Given at the Global Infosec Awards during RSAC2026. Recognized among hundreds of vendors for Advancing Continuous AI Red Teaming and Agentic AI Security. - [You're simulating the wrong attacker (and your red team can't find the right one)](https://adversa.ai/blog/agentic-ai-red-teaming-p3/) - Your AI red team is missing critical attacker profiles. Learn the six threat actors and five expertise domains agentic AI red teaming actually requires. - [We built an AI agent that breaks AI defenses. It ranked top globally.](https://adversa.ai/blog/adversa-ai-agent-breaks-defenses-gandalf-agent-ctf-red-teaming/) - Adversa AI's autonomous red teaming agent cracked all 8 levels of Gandalf CTF, thanks to the systematic vulnerability analysis. Learn what it means for your AI security. - [OpenClaw proved high-agency AI works. Now enterprises need a security strategy, not a ban](https://adversa.ai/blog/openclaw-enterprise-security-strategy/) - OpenClaw proved high-agency AI works, but banning it won't stop shadow AI or close the competitive gap. Here's the enterprise security strategy you need instead - [You have AI guardrails. Red teaming is how you know they're working](https://adversa.ai/blog/ai-guardrails-vs-ai-red-teaming/) - AI guardrails / AI firewalls block known threats, but miss 4 attack surfaces. See what AI red teaming finds, and why both belong in your AI security program. - [The 9 attack surfaces your AI security vendor has never heard of](https://adversa.ai/blog/agentic-ai-red-teaming-p2/) - Testing your AI agents for prompt injection only? You're ignoring 90% of your risk. Discover 10 critical attack surfaces of agentic AI and how red teaming helps to secure them - [OWASP ASI05 — unexpected code execution in agentic AI: definitive guide](https://adversa.ai/blog/owasp-asi05-unexpected-code-execution-in-agentic-ai-definitive-guide/) - A detailed, practical guide to OWASP ASI05 - unintended code execution in agentic AI systems, covering risk profiles, attack vectors, and concrete mitigations. - [Top GenAI security resources — March 2026](https://adversa.ai/blog/top-genai-security-resources-march-2026/) - Explore 22 fresh resources covering real life distillation attacks, AI recommendation poisoning, new exploits, and the latest defense architectures for GenAI. - [Top MCP security resources — March 2026](https://adversa.ai/blog/top-mcp-security-resources-march-2026/) - Explore the top MCP security resources for March 2026, including critical vulnerabilities in Anthropic DXT and emerging attack vectors like API budget drains via overthinking. - [Top Agentic AI security resources — March 2026](https://adversa.ai/blog/top-agentic-ai-security-resources-march-2026/) - Top Agentic AI security resources March 2026. A comprehensive collection of fresh research, defense methodologies and training materials on AI agent security - [OpenClaw attacks: Seven real scenarios putting AI agents at risk](https://adversa.ai/blog/openclaw-attacks-real-scenarios-owasp-mitre-csa-defense-guide/) - 7 documented OpenClaw attacks with examples and OWASP, MITRE, CoSAI and CSA mappings. Includes actionable defense strategies for agentic AI systems. - [A practical guide to the OpenClaw threat model](https://adversa.ai/blog/openclaw-threat-model-mapped-owasp-mitre/) - Complete OpenClaw threat model. Learn the 8 AI agent security threat classes per OWASP ASI & MITRE ATLAS, and how SecureClaw's defense model addresses them. - [From chatbots to digital workers: Managing the business risks of agentic AI](https://adversa.ai/blog/business-risks-of-agentic-ai-ciso-and-csuite-guide-to-owasp-agentic-top-10/) - Learn how OWASP Top 10 for agentic AI maps to real business risks and what CISOs should do to safeguard their organizations using the “least agency” principle. - [SecureClaw: How we mapped 5 AI security frameworks to protect OpenClaw and future autonomous agents in the enterprise](https://adversa.ai/blog/secureclaw-open-source-ai-agent-security-for-openclaw-aligned-with-owasp-mitre-frameworks/) - Introducing SecureClaw: the open source security for OpenClaw AI agents. Aligned with enterprise standards including OWASP ASI, MITRE ATLAS, CoSAI, and CSA frameworks. - [Adversa AI launches SecureClaw — a comprehensive open-source security solution for OpenClaw agents](https://adversa.ai/blog/adversa-ai-launches-secureclaw-open-source-security-solution-for-openclaw-agents/) - Protect OpenClaw agents with SecureClaw by Adversa AI. An open-source suite covering OWASP Top 10 risks via 50+ audit checks, hardening modules, and behavioral defense. - [OpenClaw security 101: Vulnerabilities & hardening (2026)](https://adversa.ai/blog/openclaw-security-101-vulnerabilities-hardening-2026/) - Definitive OpenClaw (Clawdbot/Moltbot) security guide. Covers CVE-2026-25253 RCE, malicious ClawHub skills, and hardening for individuals through enterprise. - [Top GenAI security resources — February 2026](https://adversa.ai/blog/top-genai-security-resources-february-2026/) - Explore over 40 resources covering indirect prompt injection in Google Gemini and Perplexity, new jailbreak techniques and the latest 2026 defense frameworks. - [Revealing Claude 4.6 system prompt using a chain of partial-to-full prompt leak attack](https://adversa.ai/blog/claude-46-system-prompt-leakage-security-comparison/) - Claude 4.6 System Prompt - Full detailed System prompt leaked using chained prompt leaking atatck - [Top MCP security resources — February 2026](https://adversa.ai/blog/top-mcp-security-resources-february-2026/) - Explore the top 19 MCP security resources for February 2026, including the new CoSAI security framework, confirmed RCE vulnerabilities in Anthropic’s Git MCP server, and emerging attack vectors like tool poisoning. - [Top Agentic AI security resources — February 2026](https://adversa.ai/blog/top-agentic-ai-security-resources-february-2026/) - Top Agentic AI security resources February 2026. A comprehensive collection of fresh research, defense methodologies and training materials on AI agent security - [Why chatbot red teaming won’t save you from agentic AI disasters](https://adversa.ai/blog/agentic-ai-red-teaming-p1/) - Traditional chatbot red teaming leaves 85% of the agentic AI attack surface exposed. What it takes to find agentic threats: memory poisoning and tool hijacking? - [Model context protocol (MCP) risks: key takeaways from CoSAI security white paper](https://adversa.ai/blog/mcp-security-whitepaper-2026-cosai-top-insights/) - MCP security is critical in 2026. A new white paper reveals more than 40 MCP threats that most organizations aren't addressing and proposes mitigations. - [Adversa AI wins 2026 BIG Innovation Award in the Innovative products – Software category](https://adversa.ai/blog/adversa-ai-wins-2026-big-innovation-award-in-the-innovative-products-software-category/) - Adversa AI wins the 2026 BIG Innovation Award for its Agentic AI Security Platform, recognized for advancing continuous Red Teaming for autonomous agents. Discover how the platform helps enterprises address critical risks like goal hijacking and tool misuse, covering the newly published OWASP Top 10 for Agentic AI Applications. - [Adversa AI founder named one of AI Security Hub's top 10 AI security thought leaders](https://adversa.ai/blog/adversa-ai-founder-named-top-10-ai-security-thought-leaders/) - Alex Polyakov, Adversa AI co-founder and CTO, was recognized as one of AI Security Hub's top 10 AI security thought leaders. - [Top GenAI security resources — January 2026](https://adversa.ai/blog/top-genai-security-resources-january-2026/) - [Top Agentic AI security resources — January 2026](https://adversa.ai/blog/top-agentic-ai-security-resources-january-2026/) - Top Agentic AI security resources January 2026. A comprehensive collection of fresh research, defense methodologies and training materials on AI agent security - [Top MCP security resources — January 2026](https://adversa.ai/blog/top-mcp-security-resources-january-2026/) - Top MCP security resources — January 2026 As the Model Context Protocol becomes the de-facto standard for connecting AI agents to external data and tools, the security community is pivoting to address its unique attack surface. This month, we have seen an influx of research into metadata poisoning and specific protocol vulnerabilities, including critical CVEs - [Cascading Failures in Agentic AI: Complete OWASP ASI08 Security Guide 2026](https://adversa.ai/blog/cascading-failures-in-agentic-ai-complete-owasp-asi08-security-guide-2026/) - The definitive technical guide to cascading AI failures aligned with OWASP agentic AI security guidelines: their mechanisms, manifestations, and mitigations. - [Top GenAI Security Resources — December 2025](https://adversa.ai/top-genai-security-resources-december-2025/) - [Top Agentic AI Security Resources —December 2025](https://adversa.ai/blog/top-agentic-ai-security-resources-december-2025/) - [Top MCP Security Resources — December 2025](https://adversa.ai/blog/mcp-security-resources-december-2025/) - Latest MCP Security insights: attacks, threat models, defenses, and tools to protect AI agents and secure real-time model-tool interactions. - [Top GenAI Security Resources — November 2025](https://adversa.ai/blog/top-genai-security-resources-november-2025/) - Explore key GenAI Security risks and defenses, from prompt injections to jailbreaks—what’s happening and how to protect LLM-powered systems. - [Top Agentic AI Security Resources — November 2025](https://adversa.ai/blog/top-agentic-ai-security-resources-november-2025/) - [Top MCP Security Resources — November 2025](https://adversa.ai/blog/mcp-security-resources-november-2025/) - Latest MCP Security insights: attacks, threat models, defenses, and tools to protect AI agents and secure real-time model-tool interactions. - [Top GenAI Security Resources — October 2025](https://adversa.ai/blog/top-genai-security-resources-october-2025/) - Explore key GenAI Security risks and defenses, from prompt injections to jailbreaks—what’s happening and how to protect LLM-powered systems. - [Top Agentic AI Security Resources — October 2025](https://adversa.ai/blog/top-agentic-ai-security-resources-october-2025/) - [Top MCP Security Resources — October 2025](https://adversa.ai/blog/mcp-security-resources-october-2025/) - Latest MCP Security insights: attacks, threat models, defenses, and tools to protect AI agents and secure real-time model-tool interactions. - [AI Reasoning Leakage Vulnerability: Self-betrayal attack on UAE MBZUAI G42 K2 Think](https://adversa.ai/ai-reasoning-leakage-vulnerability-uae-mbzuai-g42-k2-think-jailbreak/) - AI Reasoning Leakage Vulnerability: Self-betrayal attack UAE MBZUAI G42 K2 Think Jailbreak - [Top MCP Security Resources — September 2025](https://adversa.ai/blog/mcp-security-resources-september-2025/) - Latest MCP Security insights: attacks, threat models, defenses, and tools to protect AI agents and secure real-time model-tool interactions. - [Top Agentic AI Security Resources — September 2025](https://adversa.ai/blog/top-agentic-ai-security-resources-september-2025/) - [PROMISQROUTE: GPT-5 AI Router Novel Vulnerability Class Exposes the Fatal Flaw in Multi-Model Architectures](https://adversa.ai/blog/promisqroute-gpt-5-ai-router-novel-vulnerability-class/) - PROMISQROUTE shows GPT-5 router flaw letting attackers force weaker models, bypass safety, and expose hidden risks in multi-model AI. - [Security Risks of the Model Context Protocol: Can Autonomous Agents Handle Adversarial Testing? Conversation with ChatGPT, Claude, Grok & Deepseek](https://adversa.ai/blog/security-risks-of-the-model-context-protocol-can-autonomous-agents-handle-adversarial-testing-conversation-with-chatgpt-claude-grok-deepseek/) - Explore key findings on MCP Security from ChatGPT, Claude, Grok, and Deepseek—shared risks, conflicting views, and critical blind spots. - [Top MCP Security Resources — August 2025](https://adversa.ai/blog/mcp-security-resources-august-2025/) - Latest MCP Security insights: attacks, threat models, defenses, and tools to protect AI agents and secure real-time model-tool interactions. - [Top Agentic AI Security Resources — August 2025](https://adversa.ai/blog/top-agentic-ai-security-resources-august-2025/) - [Towards Secure AI Week 33 — Lenovo Chatbot Breach, PROMISQROUTE in GPT-5, NIST AI Security Overlays, EU AI Priorities, and Grok Privacy Leak](https://adversa.ai/blog/towards-secure-ai-week-33-lenovo-chatbot-promisqroute-gpt-5-nist-ai-security-overlays/) - This week’s AI Security Digest covers Lenovo chatbot breach, PROMISQROUTE in GPT-5 routing, NIST AI security overlays, EU AI-CAP priorities, and Grok privacy leak. - [Lenovo AI Chatbot Incident: Critical XSS Vulnerability Exposes Enterprise AI Security Gaps](https://adversa.ai/blog/lenovo-ai-chatbot-incident-critical-xss-vulnerability-exposes-enterprise-ai-security-gaps/) - The Lenovo AI Chatbot Incident shows how a 400-char prompt triggered a critical XSS flaw, proving AI systems can turn simple exploits into major security risks. - [What Can Generative AI Red Teaming Learn from Cyber Red Teaming — Top Insights](https://adversa.ai/blog/what-can-generative-ai-red-teaming-learn-from-cyber-red-teaming-top-insights/) - Explore how Generative AI Red Teaming can evolve by applying proven Cyber Red Teaming practices like threat modeling, structured ops, and tooling. - [Towards Secure AI Week 30 — Amazon Q Breach, LegalPwn Prompt Injection, and IdentityMesh in Agentic AI](https://adversa.ai/blog/towards-secure-ai-week-30-amazon-q-breach-legalpwn-prompt-injection-and-identitymesh-in-agentic-ai/) - Prompt injection, agentic AI flaws, and zero-days rocked the AI world this week—read how attackers exploited trust layers and how to build real defenses. - [Top GenAI Security Resources — August 2025](https://adversa.ai/blog/top-genai-security-resources-august-2025/) - Explore key GenAI Security risks and defenses, from prompt injections to jailbreaks—what’s happening and how to protect LLM-powered systems. - [Towards Secure AI Week 27 — McDonald’s AI Hiring Chatbot Incident Exposes SaaS Gaps as CSA Launches AI Security Standards](https://adversa.ai/blog/towards-secure-ai-week-26-standardizing-ai-defenses-while-mcp-misconfigurations-expose-core-infrastructure-2/) - From exposed job seekers to a new AI framework, this week reveals major gaps and milestones in AI security — with lessons for CISOs and developers alike. - [Towards Secure AI Week 32 — NIST Control Overlays, OWASP Landscape, LLM Trustworthiness Scores, and GPT-5 Jailbreak](https://adversa.ai/blog/towards-secure-ai-week-32-nist-control-overlays-owasp-landscape-gpt-5-jailbreak/) - AI security updates: NIST control overlays, OWASP frameworks, and LLM trustworthiness scores reveal key risks in enterprise and agentic AI security. - [Towards Secure AI Week 31 — Gemini Smart Home Hijack, LLM Slopsquatting, GPT-5 Jailbreak, OWASP Landscape, and GenAI Data Exposure](https://adversa.ai/blog/towards-secure-ai-week-31-gemini-smart-home-hijack-llm-slopsquatting-gpt-5-jailbreak/) - This week’s AI Security Digest covers Gemini smart home hijack, GPT-5 jailbreak, LLM slopsquatting, GenAI data leaks, and new OWASP security reports. - [Adversa AI Agentic AI Security and Red Teaming platform Honored as GOLD STEVIE® AWARD Winner for AI Technology Breakthrough](https://adversa.ai/blog/adversa-ai-agentic-ai-security-and-red-teaming-platform-honored-as-gold-stevie-award-winner-for-ai-technology-breakthrough/) - Adversa AI wins Gold Stevie for Technology Breakthrough of the Year in AI, recognized for its Agentic AI Security Platform and pioneering red teaming solution. - [UNESCO Red Teaming Artificial Intelligence for Social Good The PLAYBOOK — Top Insights](https://adversa.ai/blog/unesco-red-teaming-artificial-intelligence-for-social-good-the-playbook-top-insights/) - Discover how UNESCO’s AI Red Teaming Playbook helps orgs detect bias, stop exploits, and build continuous security—no tech giant budget required. - [Amazon AI Coding Assistant Q Incident: Lessons Learned](https://adversa.ai/blog/amazon-ai-coding-assistant-q-incident-lessons-learned/) - The Amazon Q incident exposed how a simple prompt in an AI tool nearly caused mass deletion. Learn what happened and how to defend against such AI threats. - [Adversa AI Unveils Explosive 2025 AI Security Incidents Report—Revealing How Generative and Agentic AI Are Already Under Attack](https://adversa.ai/blog/adversa-ai-unveils-explosive-2025-ai-security-incidents-report-revealing-how-generative-and-agentic-ai-are-already-under-attack/) - Discover how AI systems are being hacked in the wild — from prompt injection to agent abuse — with real breaches, lessons, and defenses in Adversa AI’s 2025 report. - [OWASP Securing Agentic Applications Guide 1.0 — Top 7 Strategic Insights](https://adversa.ai/blog/owasp-securing-agentic-applications-guide-1-0-top-7-strategic-insights/) - Explore the OWASP Securing Agentic Applications Guide 1.0 and uncover 7 crucial insights to future-proof your AI systems against real-world security threats. - [America’s AI Action Plan — Top AI Security Insights](https://adversa.ai/blog/americas-ai-action-plan-top-ai-security-insights/) - The America’s AI Action Plan signals a new era: from adversarial robustness to supply chain security, here are 3 urgent takeaways every cybersecurity leader needs. - [Towards Secure AI Week 29 — America’s AI Action Plan, LLM Plugin Flaws, and Package Hallucination Risks](https://adversa.ai/blog/towards-secure-ai-week-29-americas-ai-action-plan-llm-plugin-flaws-package-hallucination/) - This week’s highlights: a powerful new Grok jailbreak technique, CoSAI’s whitepaper on defending AI systems, and IAM vendors drifting from Zero Trust. - [Top MCP Defense Resources: Essential Security Guide](https://adversa.ai/blog/top-mcp-defense-resources-essential-security-guide/) - Explore the top 10 MCP defense resources in this security guide, featuring best practices, tools, and expert insights to protect Model Context Protocol systems. - [MCP Security Issues and How to Fix Them](https://adversa.ai/blog/mcp-security-issues/) - Discover the 12 MCP Security Issues with root-cause analysis, examples, and defense tips — all based on real-world incidents. - [Towards Secure AI Week 28 — Grok Jailbreaks, New Whitepaper by CoSAI, and IAM Leaders Abandon Zero Trust for Agentic Hype](https://adversa.ai/blog/towards-secure-ai-week-28-grok-jailbreaks-new-whitepaper-by-cosai/) - This week’s highlights: a powerful new Grok jailbreak technique, CoSAI’s whitepaper on defending AI systems, and IAM vendors drifting from Zero Trust. - [GenAI Security Top Digest: Slack and Apple Prompt Injections, threats of Microsoft Copilot, image attacks](https://adversa.ai/blog/genai-security-top-digest-slack-and-apple-prompt-injections-threats-of-microsoft-copilot-image-attacks/) - This in-depth analysis reveals the risks that could compromise your GenAI systems while offering practical, expert-driven strategies to safeguard from attacks. - [GenAI Security Digest — June 2025](https://adversa.ai/blog/genai-security-digest-june-2025/) - Explore key GenAI Security risks and defenses, from prompt injections to jailbreaks—what’s happening and how to protect LLM-powered systems. - [Top GenAI Security Resources — July 2025](https://adversa.ai/blog/top-genai-security-resources-july-2025/) - Explore key GenAI Security risks and defenses, from prompt injections to jailbreaks—what’s happening and how to protect LLM-powered systems. - [Top MCP Threats Resources: A Comprehensive Guide to Model Context Protocol Security](https://adversa.ai/blog/top-mcp-threats-resources-a-comprehensive-guide-to-model-context-protocol-security/) - Explore the top 20 expert resources on MCP threats, covering real attack vectors, prompt injection, and mitigation strategies for securing AI systems at scale. - [Universal LLM Jailbreak: ChatGPT, GPT-4, BARD, BING, Anthropic, and Beyond](https://adversa.ai/blog/universal-llm-jailbreak-chatgpt-gpt-4-bard-bing-anthropic-and-beyond/) - Introducing Universal LLM Jailbreak for ChatGPT, GPT-4, BARD, BING, Anthropic and other LLM and GenAI apps - [What is Prompt Leaking, API Leaking, Documents Leaking in LLM Red Teaming](https://adversa.ai/blog/llm-red-teaming-gpts-prompt-leaking-api-leaking-documents-leaking/) - What is AI Prompt Leaking, AI API Leaking, and AI Documents Leaking in LLM Red Teaming? Testing OpenAI GPT's for real examples. - [LLM Red Teaming: Adversarial, Programming, and Linguistic approaches VS ChatGPT, Claude, Mistral, Grok, LLAMA, and Gemini](https://adversa.ai/blog/llm-red-teaming-vs-grok-chatgpt-claude-gemini-bing-mistral-llama/) - How to perform LLM Red Teaming for ChatBots and test for JAilbreaks, Prompt Injections, and Data leakages like a boss. - [DeepSeek Jailbreak's](https://adversa.ai/blog/deepseek-jailbreak/) - Deepseek Jailbreak tested: See how the R-1 model responds to linguistic, programming, and adversarial attacks in our latest AI Red Teaming security analysis. - [Grok 3 Jailbreak and AI red Teaming](https://adversa.ai/blog/grok-3-jailbreak-and-ai-red-teaming/) - Deepseek Jailbreak AI Red Teaming Reasoning deepseek R1 - [ChatGPT Security: eliminating humanity and hacking Dalle-2 using a trick from Jay and Silent Bob](https://adversa.ai/blog/chatgpt-security-eliminating-humanity-and-hacking-dalle-2-using-a-trick-from-jay-and-silent-bob/) - ChatGPT Security and and other hacking techniques and Jailbreaks - [GPT-4 Jailbreak and Hacking via RabbitHole attack, Prompt injection, Content moderation bypass and Weaponizing AI](https://adversa.ai/blog/gpt-4-hacking-and-jailbreaking-via-rabbithole-attack-plus-prompt-injection-content-moderation-bypass-weaponizing-ai/) - GPT-4 Jailbreak is what all the users were waiting for since the GPT-4 release. Hack GPT-4 Bypass GPT4. DAN Jailbreak for GPT-4 - [AI Red Teaming LLM for Safe and Secure AI: GPT4 Jailbreak ZOO](https://adversa.ai/blog/ai-red-teaming-llm-for-safe-and-secure-ai-gpt4-and-jailbreak-evaluation/) - Welcome to GPT-4 Jailbreak ZOO. Since the release of GPT-4 and our first article on various GPT-4 jailbreak methods, a slew of innovative techniques has emerged. - [AI Red Teaming Reasoning LLM US vs China: Jailbreak Deepseek, Qwen, O1, O3, Claude, Kimi](https://adversa.ai/blog/ai-red-teaming-reasoning-llm-jailbreak-china-deepseek-qwen-kimi/) - Jailbreak Deepseek AI Red Teaming Reasoning - [Towards Secure AI Week 10 – AI worm VS Malicious AI Models](https://adversa.ai/blog/towards-secure-ai-week-10-ai-worm-vs-malicious-ai-models/) - [Towards Secure AI Week 11 – GenAI security policies](https://adversa.ai/blog/towards-secure-ai-week-11-genai-security-policies/) - [Towards Secure AI Week 12 – New AI Security Framework](https://adversa.ai/blog/towards-secure-ai-week-12-new-ai-security-framework/) - [Towards Secure AI Week 13 – Advancing AI Governance and Security](https://adversa.ai/blog/towards-secure-ai-week-13-advancing-ai-governance-and-security/) - [Towards Secure AI Week 14 – New AI Security Report and Hacking Grok AI](https://adversa.ai/blog/towards-secure-ai-week-14-new-ai-security-report-and-hacking-grok-ai/) - [Towards Secure AI Week 15 – New book on GenAI Security and more](https://adversa.ai/blog/towards-secure-ai-week-15-new-book-on-genai-security-and-more/) - [Towards Secure AI Week 16 – NSA Guidelines for Secure AI Systems](https://adversa.ai/blog/towards-secure-ai-week-16-nsa-guidelines-for-secure-ai-systems/) - [Towards Secure AI Week 17 – 7 Vital Questions for CISOs](https://adversa.ai/blog/towards-secure-ai-week-17-7-vital-questions-for-cisos/) - [Towards Secure AI Week 18 – NIST's New Guides Address AI Security Risks](https://adversa.ai/blog/towards-secure-ai-week-18-nists-new-guides-address-ai-security-risks/) - [Towards Secure AI Week 19 – CSA and Elastic Guidance for AI Security](https://adversa.ai/blog/towards-secure-ai-week-19-csa-and-elastic-guidance-for-ai-security/) - [Towards Secure AI Week 20 – OpenAI dissolves AI Safety team](https://adversa.ai/blog/towards-secure-ai-week-20-openai-dissolves-ai-safety-team/) - [Towards Secure AI Week 21 – EU AI Act Revolution](https://adversa.ai/blog/towards-secure-ai-week-21-eu-ai-act-revolution/) - [Towards Secure AI Week 22 – NIST's New ARIA Program](https://adversa.ai/blog/towards-secure-ai-week-22-nists-new-aria-program/) - [Towards Secure AI Week 28 – The Hidden Dangers of LLMs](https://adversa.ai/blog/towards-secure-ai-week-28-the-hidden-dangers-of-llms/) - [Towards Secure AI Week 27 – New Jailbreak, Prompt Injection and Prompt Leaking Incidents](https://adversa.ai/blog/towards-secure-ai-week-27-new-jailbreak-prompt-injection-and-prompt-leaking-incidents/) - [Towards Secure AI Week 26 – Prompt Injections and Jailbreaks at scale](https://adversa.ai/blog/towards-secure-ai-week-26-prompt-injections-and-jailbreaks-at-scale/) - [Towards Secure AI Week 25 – GenAI attack course and more](https://adversa.ai/blog/towards-secure-ai-week-25-genai-attack-course-and-more/) - [Towards Secure AI Week 23 – Email Prompt Injections](https://adversa.ai/blog/towards-secure-ai-week-23-email-prompt-injections/) - [Towards Secure AI Week 24 – Strategies for Open Source, Poisoning, and GenAI](https://adversa.ai/blog/towards-secure-ai-week-24-strategies-for-open-source-poisoning-and-genai/) - [Towards Secure AI Week 29 – AI Bot Detection with Prompt Injections](https://adversa.ai/blog/towards-secure-ai-week-29-ai-bot-detection-with-prompt-injections/) - [Towards Secure AI Week 30 – New Collaborations on AI Safety](https://adversa.ai/blog/towards-secure-ai-week-30-new-collaborations-on-ai-safety/) - [Towards Secure AI Week 31 – New AI Security Standards and Laws](https://adversa.ai/blog/towards-secure-ai-week-31-new-ai-security-standards-and-laws/) - [Towards Secure AI Week 32 – The Future of Reporting Model Flaws](https://adversa.ai/blog/towards-secure-ai-week-32-the-future-of-reporting-model-flaws/) - [Towards Secure AI Week 33 – LLM Copilot Hacks and the Path to Safer System](https://adversa.ai/blog/towards-secure-ai-week-33-llm-copilot-hacks-and-the-path-to-safer-system/) - [Towards Secure AI Week 34 – Securing LLM by CSA](https://adversa.ai/blog/towards-secure-ai-week-34-securing-llm-by-csa/) - [Towards Secure AI Week 35 - Latest GenAI hacking incidents: Slack, Copilot, GPT’s etc..](https://adversa.ai/blog/towards-secure-ai-week-35-latest-genai-hacking-incidents-slack-copilot-gpts-etc/) - [Towards Secure AI Week 36 - AI Security Guides from WDTA](https://adversa.ai/blog/towards-secure-ai-week-36-ai-security-guides-from-wdta/) - [Towards Secure AI Week 37 - Global AI Security Frameworks Dubai, China](https://adversa.ai/blog/towards-secure-ai-week-37-global-ai-security-frameworks-dubai-china/) - [Towards Secure AI Week 38 - The Race to Protect Emerging GenAI](https://adversa.ai/blog/towards-secure-ai-week-38-the-race-to-protect-emerging-genai/) - [Towards Secure AI Week 39 - False AI Memories](https://adversa.ai/blog/towards-secure-ai-week-39-false-ai-memories/) - [Towards Secure AI Week 40 - What You Need to Know About the Risks](https://adversa.ai/blog/towards-secure-ai-week-40-what-you-need-to-know-about-the-risks/) - [Towards Secure AI Week 41 - AI Security Skills Shortage](https://adversa.ai/blog/towards-secure-ai-week-41-ai-security-skills-shortage/) - [Towards Secure AI Week 42 - New Jailbreaks and Incidents](https://adversa.ai/blog/towards-secure-ai-week-42-new-jailbreaks-and-incidents/) - [Towards Secure AI Week 43 - New Tools and AI incidents](https://adversa.ai/blog/towards-secure-ai-week-43-new-tools-and-ai-incidents/) - [Towards Secure AI Week 44 - From Open-Source AI Risks to National Policies](https://adversa.ai/blog/towards-secure-ai-week-44-from-open-source-ai-risks-to-national-policies/) - [Towards Secure AI Week 45 - AI Safety Through Testing, Legislation, and Talent Building](https://adversa.ai/blog/towards-secure-ai-week-45-ai-safety-through-testing-legislation-and-talent-building/) - [Towards Secure AI Week 46 - Hacking LLM Robots](https://adversa.ai/blog/towards-secure-ai-week-46-hacking-llm-robots/) - [Towards Secure AI Week 47 - New OWASP Top 10 for LLMs](https://adversa.ai/blog/towards-secure-ai-week-47-new-owasp-top-10-for-llms/) - [Towards Secure AI Week 48 - Biggest AI Security Bug Bounty](https://adversa.ai/blog/towards-secure-ai-week-48-biggest-ai-security-bug-bounty/) - [Towards Secure AI Week 3 - OWASP Guidelines and Risk Reduction Strategies](https://adversa.ai/blog/towards-secure-ai-week-3-owasp-guidelines-and-risk-reduction-strategies/) - [Towards Secure AI Week 4 - DeepSeek’s AI Security Failures](https://adversa.ai/blog/towards-secure-ai-week-4-deepseeks-ai-security-failures/) - [Towards Secure AI Week 5 - Worldwide AI safety report](https://adversa.ai/blog/towards-secure-ai-week-5-worldwide-ai-safety-report/) - [Towards Secure AI Week 6 - New AI Security Framework](https://adversa.ai/blog/towards-secure-ai-week-6-new-ai-security-framework/) - [Towards Secure AI Week 7 - OWASP for Agentic AI and more](https://adversa.ai/blog/towards-secure-ai-week-7-owasp-for-agentic-ai-and-more/) - [Towards Secure AI Week 8 - Massive AI security breach](https://adversa.ai/blog/towards-secure-ai-week-8-massive-ai-security-breach/) - [Towards Secure AI Week 10 - Lessons from Siri Delays](https://adversa.ai/blog/towards-secure-ai-week-10-lessons-from-siri-delays/) - [Towards Secure AI Week 11 - Combating Jailbreaking, Malware, and Exploits](https://adversa.ai/blog/towards-secure-ai-week-11-combating-jailbreaking-malware-and-exploits/) - [Towards Secure AI Week 12 - New NIST AI Security Efforts](https://adversa.ai/blog/towards-secure-ai-week-12-new-nist-ai-security-efforts/) - [Towards Secure AI Week 13 - Don’t Trust AI Blindly](https://adversa.ai/blog/towards-secure-ai-week-13-dont-trust-ai-blindly/) - [Towards Secure AI Week 14 - Facing the Security Risks of Modern AI](https://adversa.ai/blog/towards-secure-ai-week-14-facing-the-security-risks-of-modern-ai/) - [Towards Secure AI Week 15 - New breakthrough in AI Protection](https://adversa.ai/blog/towards-secure-ai-week-15-new-breakthrough-in-ai-protection/) - [Towards Secure AI Week 9 - Exploiting AI Weaknesses](https://adversa.ai/blog/towards-secure-ai-week-9-exploiting-ai-weaknesses/) - [Secure and Trusted AI presentations from NVIDIA GTC 2021](https://adversa.ai/blog/secure-and-trusted-ai-presentations-from-nvidiagtc-2021/) - [Fool AI ART Exhibition: How to hack Facial Recognition AI](https://adversa.ai/blog/hack-facial-recognition-ai/) - [Is AI Ready for Surgery?](https://adversa.ai/blog/is-ai-ready-for-surgery/) - [Secure AI in the Military: How Mistakes Turn Deadly](https://adversa.ai/blog/secure-ai-in-the-military-how-mistakes-turn-deadly/) - [Tricks of the trade: fooling identification models with perturbed audio, image and biometric input](https://adversa.ai/blog/ai-security-digest-2019-06/) - New adversarial model with a whopping 97% success rate, Youtube’s copyright system and biases in AI - all in Adversa's June 2019 research round-up. - [MLSec 2022: BlackBox AI Hacking Competition Results And Review By Organizers](https://adversa.ai/ai-hacking-competition-results-and-review-by-organizers/) - Adversa’s AI Red Team in collaboration with CUJO AI, Microsoft, and Robust Intelligence organized Machine Learning Security Evasion Competition (MLSEC 2022). - [NIST AI 100-2 E2025 Adversarial Machine Learning: A Taxonomy and Terminology of Attacks and Mitigations](https://adversa.ai/blog/nist-ai-100-2-e2025-adversarial-machine-learning-a-taxonomy-and-terminology-of-attacks-and-mitigations/) - [AI Bill of Rights reviews, opinions, posts, news, and podcasts](https://adversa.ai/blog/ai-bill-of-rights-reviews-opinions-posts-news-and-podcasts/) - AI Bill of Rights reviews, opinions, posts, news, and podcasts AI Bill of Rights videos, AI Bill of Rights publications, AI Bill of Rights comments - [White House Executive Order On Safe And Secure AI: A Need For External AI Red Teaming](https://adversa.ai/blog/white-house-executive-order-on-safe-and-secure-ai-a-need-for-external-ai-red-teaming/) - Given the expansive impacts of AI, it's pivotal that the nation spearheads both its promise and management of inherent risks. - [Prompt Injection Risks Interview: Are AIs Ready to Defend Themselves? Conversation with ChatGPT, Claude, Grok & Deepseek](https://adversa.ai/blog/prompt-injection-risks-interview-chatgpt-claude-grok-deepseek/) - Interview with 4 top AI Chatbots—ChatGPT, Claude, Grok, and Deepseek—reveals their views on prompt injection risks and how they defend against such attacks. - [ICIT Securing AI: Addressing the OWASP Top 10 for Large Language Model Applications — TOP 10 insights](https://adversa.ai/blog/icit-securing-ai-addressing-the-owasp-top-10-for-large-language-model-applications-top-10-insights/) - Discover the top 10 real-world AI security threats from the OWASP-LLM report and learn practical steps to protect your models and systems today. - [ETSI TS 104 223: 10 Security Insights Every CISO Needs](https://adversa.ai/blog/etsi-ts-104-223-10-security-insights-every-ciso-needs/) - Discover 10 key AI security practices from ETSI TS 104 223 every CISO and engineer must know to protect models and infrastructure across the full AI lifecycle. - [Aljazeera Fake News Investigation: Burned babies and an AI-generated dog](https://adversa.ai/blog/aljazeera-fake-news-investigation-burned-babies-and-an-ai-generated-dog-images/) - [Cisco The state of AI Security 2025 Annual report — Top 10 insights](https://adversa.ai/blog/cisco-the-state-of-ai-security-2025-annual-report-top-10-insights/) - Key AI security insights from Cisco’s latest report—protect infrastructure, stop jailbreaks, secure training data, and prepare for new regulations. - [McDonald's AI Hiring chatbot Olivia by Paradox.ai Security Incident: Complete Analysis and Lessons Learned](https://adversa.ai/blog/mcdonalds-ai-hiring-chatbot-olivia-by-paradox-ai-security-incident/) - McDonald’s AI Chatbot Incident: what went wrong, who was involved, root-cause analysis, and practical steps to prevent similar AI security failures. - [Get Started With AI Red-Teaming: 3 Strategic Insights from Info-Tech report](https://adversa.ai/blog/3-insights-from-get-started-with-ai-red-teaming/) - Discover 3 key insights from Info-Tech report "Get Started With AI Red-Teaming" and how it's reshaping cybersecurity strategies against AI-powered threats. - [Agentic AI Security: Key Threats, Attacks, and Defenses](https://adversa.ai/blog/agentic-ai-security/) - Agentic AI Security 101. Discover threats, attacks, and defense strategies to secure Agentic AI systems and protect autonomous AI workflows in 2025. - [Microsoft’s Taxonomy of Failure Modes in Agentic AI Systems — TOP 10 Insights ](https://adversa.ai/blog/microsofts-taxonomy-of-failure-modes-in-agentic-ai-systems-top-10-insights/) - Discover Microsoft’s top 10 failure modes in Agentic AI systems—practical risks, real-world examples, and how to defend against them. - [CSA’s Agentic AI Red Teaming Guide: 10 Quick Insights You Can’t Afford to Ignore](https://adversa.ai/blog/csa-red-teaming-agentic-ai-10-quick-insights-you-cant-afford-to-ignore/) - The Agentic AI Red Teaming Guide shows how to identify and test critical vulnerabilities in autonomous agents—from permission escalation to memory abuse. - [Agentic AI Red Teaming Interview: Can Autonomous Agents Handle Adversarial Testing? Conversation with ChatGPT, Claude, Grok & Deepseek](https://adversa.ai/blog/agentic-ai-red-teaming-interview-can-autonomous-agents-handle-adversarial-testing-conversation-with-chatgpt-claude-grok-deepseek/) - ChatGPT, Claude, Grok & Deepseek on Agentic AI Red Teaming: insider threats, emergent risks & how to secure autonomous agents in real-world scenarios. - [Towards Secure AI Week 26 — Standardizing AI Defenses While MCP Misconfigurations Expose Core Infrastructure](https://adversa.ai/blog/towards-secure-ai-week-26-standardizing-ai-defenses-while-mcp-misconfigurations-expose-core-infrastructure/) - GenAI security is falling behind. This month’s digest covers urgent threats, OWASP-SANS standards, and rising risks in agentic AI, healthcare, and enterprise. - [Asana AI Incident: Comprehensive Lessons Learned for Enterprise Security and CISO](https://adversa.ai/blog/asana-ai-incident-comprehensive-lessons-learned-for-enterprise-security-and-ciso/) - [Top Agentic AI Security Resources — July 2025](https://adversa.ai/blog/top-agentic-ai-security-resources-july-2025/) - [MCP Security Digest — April 2025](https://adversa.ai/blog/mcp-security-digest-april-2025/) - MCP Security is essential for protecting Agentic AI systems. Learn why this protocol is a top attack target and how to defend against real-world threats. - [MCP Security Digest — May 2025](https://adversa.ai/blog/mcp-security-digest-may-2025/) - Explore top MCP Security threats, research, and tools in Agentic AI systems. Includes real attacks, defenses, standards, and GitHub resources. - [MCP Security Digest — June 2025](https://adversa.ai/blog/mcp-security-digest-june-2025/) - Latest MCP Security insights: attacks, threat models, defenses, and tools to protect AI agents and secure real-time model-tool interactions. - [MCP Security Digest — July 2025](https://adversa.ai/blog/mcp-security-digest-july-2025/) - Latest MCP Security insights: attacks, threat models, defenses, and tools to protect AI agents and secure real-time model-tool interactions. - [Towards Secure AI Week 25 — AI Joins the Attack Chain But Industry Response Still Lags Behind](https://adversa.ai/blog/towards-secure-ai-week-25-ai-joins-the-attack-chain-but-industry-response-still-lags-behind/) - Malware now includes prompt injection to target LLMs. Explore how attackers adapt tactics—and why AI red teaming is key to securing GenAI systems today. - [LLM Security and Prompt Engineering: Best Events of September From LLM Hacking Games to Gartner Research](https://adversa.ai/blog/llm-security-and-prompt-engineering-best-events-of-september-from-llm-hacking-games-to-gartner-research/) - This digest encapsulates the most influential findings and discussions from the LLM Security with some of the most important prompt engineering highlights. - [Adversa AI Named to AIFinTech100 for Innovation in AI Security for Financial Services](https://adversa.ai/blog/adversa-ai-named-to-aifintech100-for-innovation-in-ai-security-for-financial-services/) - Adversa AI joins the AIFinTech100 as a top innovator in AI Security, advancing Red Teaming for Agentic AI and protecting financial systems worldwide. - [Towards Secure AI Week 16 — Can Your AI Agents Really Coordinate Safely?](https://adversa.ai/towards-secure-ai-week-16-can-your-ai-agents-really-coordinate-safely/) - Discover key risks in GenAI, LLM jailbreaks, and multi-agent systems—and how to stay ahead with proactive AI security. - [Towards Secure AI Week 17 — AI Guardrails Under Pressure as Jailbreaking Techniques Advance](https://adversa.ai/blog/towards-secure-ai-week-17-ai-guardrails-under-pressure-as-jailbreaking-techniques-advance/) - Jailbreak attacks are bypassing AI safety guardrails, exposing vulnerabilities in GPT-4, Llama3, and protocols like MCP used in enterprise AI systems. - [Towards Secure AI Week 18 — LLM Jailbreaks Hit New Highs, AI Security Market Accelerates](https://adversa.ai/blog/towards-secure-ai-week-18-llm-jailbreaks-hit-new-highs-ai-security-market-accelerates/) - LLM jailbreaks hit 87% success rates. Discover the latest AI threats, red teaming research, and why TRiSM is critical for secure GenAI deployment. - [Towards Secure AI Week 19 — AI Agents Under Attack, Evaluation Becomes Strategy](https://adversa.ai/blog/towards-secure-ai-week-19-ai-agents-under-attack-evaluation-becomes-strategy/) - Agentic AI systems face rising threats from memory attacks and prompt exploits. Learn how teams are evolving defenses, evaluations, and architectures. - [Towards Secure AI Week 20 — Identity, Jailbreaks, and the Future of Agentic AI Security](https://adversa.ai/blog/towards-secure-ai-week-20-identity-jailbreaks-and-the-future-of-agentic-ai-security/) - AI jailbreaks, hidden prompt attacks, and identity risks are reshaping Agentic AI security—see this week’s top threats, frameworks, and red teaming steps. - [Towards Secure AI Week 21 — From Reactive Defense to Capability-Aware AI Red Teaming](https://adversa.ai/blog/towards-secure-ai-week-21-from-reactive-defense-to-capability-aware-ai-red-teaming/) - Why GenAI breaks traditional defenses — and how Agentic AI Red Teaming, identity guardrails, and jailbreak simulations help fill the gap. - [Towards Secure AI Week 22 — Testing the Limits of Guardrails and Autonomy](https://adversa.ai/blog/towards-secure-ai-week-22-testing-the-limits-of-guardrails-and-autonomy/) - How Agentic AI outpaces cloud defenses — and why one-shot jailbreaks, identity gaps, and continuous AI Red Teaming are redefining secure deployment. - [Towards Secure AI Week 23 — From Zero-Click Exploits to Policy-Backed Guardrails: Where AI Security Stands Now](https://adversa.ai/blog/towards-secure-ai-week-23-from-zero-click-exploits-to-policy-backed-guardrails-where-ai-security-stands-now/) - From Microsoft's EchoLeak flaw to new AI regulations, this week reveals how autonomous AI systems face evolving threats requiring architecture-aware security strategies. - [Monthly research digest – Emulating weather conditions and others](https://adversa.ai/blog/monthly-research-digest-emulating-weather-conditions-and-others/) - [Adversarial ML research digest – Architectural Backdoors, Federated Learning Backdoors, and Image-scaling attacks on AI](https://adversa.ai/blog/adversarial-ml-research-digest-architectural-backdoors-federated-learning-backdoors-image-scaling-attacks-ai/) - [Adversarial ML research digest – Adversarial attacks on 5G, Graph backdoors and Membership Inference via Adversarial attack](https://adversa.ai/blog/adversarial-ml-research-digest-adversarial-attacks-on-5g-graph-backdoors-and-membership-inference-via-adversarial-attack/) - [Vital importance: adversarial examples for autonomous vehicles and medical imaging](https://adversa.ai/blog/ai-security-digest-2019-07/) - Makes sense to turn to the power of AI when human lives are at stake, right? In July 2019 research overview we dive into the attacks on autonomous cars, medical imaging. - [Attacking object detection models with dynamic patches](https://adversa.ai/blog/899/) - [The Power He Knows Not: How Adversaries Avoid Voice and Face Recognition Systems](https://adversa.ai/blog/the-power-he-knows-not-how-adversaries-avoid-voice-and-face-recognition-systems/) - Adversa’s overview of the August 2019 research in AI Security covers adversarial attacks on speech recognition systems that cannot be heard and successful adversarial intrusions into face recognition. We're breaking down how to build better defenses. - [Hack First, Fix Later: 4 Novel Attacks that Researchers Developed Before Adversaries](https://adversa.ai/blog/ai-security-digest-2019-09/) - Here is Adversa's overview of the novel adversarial attacks created in September 2019: their mechanics, their strengths, and ways to fend them off. - [New on the Menu: adversarial attacks in finance, energy and the physical world](https://adversa.ai/blog/ai-security-digest-2019-10/) - Read about he most exciting developments in AI Security in October 2019: financial fraud, physical attacks on self-driving cars, and ways to fool person detection systems. - [The Greater Good: using AI for public safety](https://adversa.ai/blog/ai-security-digest-2019-11/) - This digest explores AI uses in airport security, tempering with protest headcounts, sensitive content flagging — systems that keep millions of people safe. - [Aiding medics and law enforcement](https://adversa.ai/blog/12-aiding-medics-and-law-enforcement/) - [Hidden in Plain Sight: Attacks that Make Us Invisible](https://adversa.ai/blog/ai-security-digest-2019-04/) - The most impressive (and terrifying) ways the researchers attacked ML models in April 2019: fooling visual classifiers and speech recognition systems - [Looks are everything: how algorithms use biometrics to protect and endanger us](https://adversa.ai/blog/ai-security-digest-2019-05/) - [Secure AI Research papers: Innovative Research on Neurosymbolic AI, Vision-Language Models, Prompt Injections and Drone Behavior Manipulation](https://adversa.ai/blog/secure-ai-research-papers-innovative-research-on-neurosymbolic-ai-vision-language-models-prompt-injections-and-drone-behavior-manipulation/) - [Secure AI Research papers: Visual Adversarial Examples Jailbreak Large Language Models and more](https://adversa.ai/blog/secure-ai-research-papers-visual-adversarial-examples-jailbreak-large-language-models-and-more/) - [Secure AI Research papers: The Dark Corners of AI](https://adversa.ai/blog/secure-ai-research-papers-the-dark-corners-of-ai/) - [Secure AI Research papers: Breaking the Unbroken](https://adversa.ai/blog/secure-ai-research-papers-breaking-the-unbroken/) - [Secure AI Research Papers: Jailbreaks, AutoDAN, Attacks on VLM and more](https://adversa.ai/blog/secure-ai-research-papers-jailbreaks-autodan-attacks-on-vlm-and-more/) - Researchers explore vulnerabilities that lie within complex web of algorithms, and the need for a shield that can protect against unseen but not unfelt threats. - [Secure AI Research Papers: Breakthroughs and Break-ins in LLMs](https://adversa.ai/blog/secure-ai-research-papers-breakthroughs-and-break-ins-in-llms/) - [Prompt Engineering and LLM Security Digest for April 2023](https://adversa.ai/blog/prompt-engineering-and-llm-security-digest-for-april-2023/) - [Prompt Engineering and LLM Security Digest for May 2023](https://adversa.ai/blog/prompt-engineering-and-llm-security-digest/) - [LLM Security and Prompt Engineering Digest: Mastering the Art of Prompt Engineering and Grandma Jailbreaks](https://adversa.ai/blog/llm-security-and-prompt-engineering-digest-mastering-the-art-of-prompt-engineering-and-grandma-jailbreaks/) - [LLM Security and Prompt Engineering Digest: LLM Shadows](https://adversa.ai/blog/llm-security-and-prompt-engineering-digest-llm-shadows/) - [LLM Security and Prompt Engineering Digest: Top August events, guides, incidents, VC reviews and research papers](https://adversa.ai/blog/llm-security-and-prompt-engineering-digest-top-august-events-guides-incidents-vc-reviews-and-research-papers/) - [LLM Security Digest: Best October’s Activities And Prompt Engineering Tricks](https://adversa.ai/blog/llm-security-digest-best-octobers-activities-and-prompt-engineering-tricks/) - This digest of October 2023 encapsulates the most influential findings and discussions on LLM Security and a bit of Prompt Engineering. - [LLM Security Digest: Hacking LLM, Top LLM Attacks, VC Initiatives, LLM Incidents and Research papers in November ](https://adversa.ai/blog/llm-security-digest-top-llm-attacks-vc-initiatives-llm-hacking-incidents-and-research-papers-in-november/) - Hacking LLM? What can be easier? Read it in our monthly LLM Security digest - [LLM Security Digest: Jailbreaks, Red Teaming, CISO Guides, Incidents and Jobs](https://adversa.ai/blog/llm-security-digest-jailbreaks-red-teaming-ciso-guides-incidents-and-jobs/) - [LLM Security Digest: TOP Security Platforms, Incidents, Developer Guides, Threat Models and Hacking Games ](https://adversa.ai/blog/llm-security-digest-top-security-platforms-incidents-developer-guides-threat-models-and-hacking-games/) - [LLM Security Digest: From Chatbot Mishaps to Job Opportunities](https://adversa.ai/blog/llm-security-digest-from-chatbot-mishaps-to-job-opportunities/) - [Towards Secure AI Week 24 — From Hallucinated Help Desks to Hijacked LLMs: This Is the New AI Threat Surface](https://adversa.ai/blog/towards-secure-ai-week-24-from-hallucinated-help-desks-to-hijacked-llms-this-is-the-new-ai-threat-surface/) - WormGPT, data leaks, and hijacked AI agents—this week’s digest breaks down 5 real incidents that show how insecure LLMs are already being exploited. - [LLM Security TOP Digest: From Incidents and Attacks to Platforms and Protections](https://adversa.ai/blog/llm-security-top-digest-from-incidents-and-attacks-to-platforms-and-protections/) - [LLM Security Top Digest: From Red Teaming AI tools to training courses, VC reviews and books](https://adversa.ai/blog/llm-security-top-digest-from-red-teaming-ai-tools-to-training-courses-vc-reviews-and-books/) - The digest aims to raise awareness and provide valuable resources for those who are navigating the complex landscape of LLM Security. - [LLM Security Top Digest: From security incidents and CISO guides to mitigations and EU AI Act](https://adversa.ai/blog/llm-security-top-digest-from-security-incidents-and-ciso-guides-to-mitigations-and-eu-ai-act/) - [LLM Security Top Digest: from CISO and VC guides to Security and Safety research](https://adversa.ai/blog/llm-security-top-digest-from-ciso-and-vc-guides-to-security-and-safety-research/) - [LLM Security Top Digest: From LLM vulns to ever-first job in AI security incident response](https://adversa.ai/blog/llm-security-top-digest-from-llm-vulns-to-ever-first-job-in-ai-security-incident-response/) - [Agentic AI Security Digest — June 2025](https://adversa.ai/blog/agentic-ai-security-digest-june-2025/) - Explore the TOP Agentic AI resources, including exploits, research, and defense strategies to secure autonomous agents from emerging security threats. - [Towards Trusted AI Week 31 – There are many techniques to bypass AI. Should we trust autonomous vehicles?](https://adversa.ai/blog/towards-trusted-ai-week-31-there-are-many-techniques-to-bypass-ai-should-we-trust-autonomous-vehicles/) - [Towards Trusted AI Week 44 - Adversarial attacks against LIDAR and Responsible AI initiatives by Google’s head of AI](https://adversa.ai/blog/towards-trusted-ai-week-44-adversarial-attacks-against-lidar-and-responsible-ai-initiatives-by-googles-head-of-ai/) - [Towards Trusted AI Week 45 - Hand-knit to avoid face detection, adversarial policy attacks blind spots in the AI, and Copilot lawsuit ](https://adversa.ai/blog/towards-trusted-ai-week-45-hand-knit-to-avoid-face-detection-adversarial-policy-attacks-blind-spots-in-the-ai-and-copilot-lawsuit/) - [Towards Trusted AI Week 49 - JailBreaking ChatGPT and other news from the last week which nobody cares](https://adversa.ai/blog/towards-trusted-ai-week-49-jailbreaking-chatgpt-and-other-news-from-the-last-week-which-nobody-cares/) - [Towards Trusted AI Week 50 - EU AI Act updates, one more Invisible cloak and other news](https://adversa.ai/blog/towards-trusted-ai-week-50-eu-ai-act-updates-one-more-invisible-cloak-and-other-news/) - [ChatGPT Security digest: GPT hacking and GPT hacks](https://adversa.ai/blog/chatgpt-security-digest-gpt-hacking-and-gpt-hacks/) - [Towards Trusted AI Week 51 - Exploring the Risks of AI-Based Cyberattacks](https://adversa.ai/blog/towards-trusted-ai-week-51-exploring-the-risks-of-ai-based-cyberattacks/) - [Towards Trusted AI Week 52 - The Dangers of AI Injection](https://adversa.ai/blog/towards-trusted-ai-week-52-the-dangers-of-ai-injection/) - [Towards Trusted AI Week 1 - 2023 Predictions: AI and Deepfake Technology Impact on Society](https://adversa.ai/blog/towards-trusted-ai-week-1-2023-predictions-ai-and-deepfake-technology-impact-on-society/) - [Towards Trusted AI Week 2 - Biometric AI and deepfakes: The cost of Inaccuracy](https://adversa.ai/blog/towards-trusted-ai-week-2-biometric-ai-and-deepfakes-the-cost-of-inaccuracy/) - [Towards Trusted AI Week 3 - Improving ChatGPT with Claude](https://adversa.ai/blog/towards-trusted-ai-week-3-improving-chatgpt-with-claude/) - [Towards Trusted AI Week 4 - Protecting Privacy with Italian Design and AI](https://adversa.ai/blog/towards-trusted-ai-week-4-protecting-privacy-with-italian-design-and-ai/) - [Towards Trusted AI Week 5 - NIST AI Risk Management Framework is finally out! Plus other guides and recommendations](https://adversa.ai/blog/towards-trusted-ai-week-5-nist-ai-risk-management-framework-is-finally-out-plus-other-guides-and-recommendations/) - [Towards Trusted AI Week 6 - The Future of AI Security](https://adversa.ai/blog/towards-trusted-ai-week-6-the-future-of-ai-security/) - [Towards Trusted AI Week 12 - The Role of AI Red Team Exercises in Strengthening Cyber Defense](https://adversa.ai/blog/towards-trusted-ai-week-12-the-role-of-ai-red-team-exercises-in-strengthening-cyber-defense/) - [Towards Trusted AI Week 11 - AI Security in the Spotlight, new NIST guides](https://adversa.ai/blog/towards-trusted-ai-week-11-ai-security-in-the-spotlight-new-nist-guides/) - [Towards Trusted AI Week 10 - Protecting AI from CyberAttacks](https://adversa.ai/blog/towards-trusted-ai-week-10-protecting-ai-from-cyberattacks/) - [Towards Trusted AI Week 9 - A Race to protect AI from Hackers and latest Voice Spoofing incident](https://adversa.ai/blog/towards-trusted-ai-week-9-a-race-to-protect-ai-from-hackers-and-latest-voice-spoofing-incident/) - [ChatGPT digest: From AI Ethics to Cheating](https://adversa.ai/blog/chatgpt-digest-from-ai-ethics-to-cheating/) - [Towards Trusted AI Week 7 - AI abuse people and wipes out $100b](https://adversa.ai/blog/towards-trusted-ai-week-7-ai-abuse-people-and-wipes-out-100b/) - [Towards Trusted AI Week 8 - All-inn podcast and Elon Musk on AI safety and ChatGPT jailbreak using DAN. Chamath, Jason, Sacks & Friedberg](https://adversa.ai/blog/towards-trusted-ai-week-8-all-inn-podcast-and-elon-musk-on-ai-safety-and-chatgpt-jailbreak-using-dan-chamath-jason-sacks-friedberg/) - [Towards Trusted AI Week 13 - Securing AI in the Face of Emerging Threats](https://adversa.ai/blog/towards-trusted-ai-week-13-securing-ai-in-the-face-of-emerging-threats/) - [Towards Trusted AI Week 15 - AI Security Breaches and A Looming Threat to Organizations and Society](https://adversa.ai/blog/towards-trusted-ai-week-15-ai-security-breaches-and-a-looming-threat-to-organizations-and-society/) - [Towards Trusted AI Week 14 - UK's Groundbreaking AI Approach](https://adversa.ai/blog/towards-trusted-ai-week-14-uks-groundbreaking-ai-approach/) - [ChatGPT digest: AI Chats hacked and jailbroken again](https://adversa.ai/blog/chatgpt-digest-ai-chats-hacked-and-jailbroken-again/) - [Towards Trusted AI Week 20 - Managing Risks in ChatGPT Integrations](https://adversa.ai/blog/towards-trusted-ai-week-20-managing-risks-in-chatgpt-integrations/) - [Towards Trusted AI Week 16 - ChatGPT and the Future of AI Security](https://adversa.ai/blog/towards-trusted-ai-week-16-chatgpt-and-the-future-of-ai-security/) - [Towards Trusted AI Week 17 - Prompt injections VS autonomous agents](https://adversa.ai/blog/towards-trusted-ai-week-17-prompt-injections-vs-autonomous-agents/) - [Towards Trusted AI Week 18 - CSA, ENISA, and US Senate actions on Secure AI](https://adversa.ai/blog/towards-trusted-ai-week-18-csa-enisa-and-us-senate-actions-on-secure-ai/) - [Towards Trusted AI Week 19 - White House Initiatives on Stress-testing AI at Defcon](https://adversa.ai/blog/towards-trusted-ai-week-19-white-house-initiatives-on-stress-testing-ai-at-defcon/) - [Towards Trusted AI Week 21 - Risks of Prompt Injection Exploits Revealed](https://adversa.ai/blog/towards-trusted-ai-week-21-risks-of-prompt-injection-exploits-revealed/) - [Towards Trusted AI Week 22 - Unveiling the Security Challenges and Defense Strategies for AI](https://adversa.ai/blog/towards-trusted-ai-week-22-unveiling-the-security-challenges-and-defense-strategies-for-ai/) - [Towards Trusted AI Week 30 - Global Initiatives to Enhance AI Cybersecurity](https://adversa.ai/blog/towards-trusted-ai-week-30-global-initiatives-to-enhance-ai-cybersecurity/) - [Towards Trusted AI Week 33 - AI Security Takes Center Stage](https://adversa.ai/blog/towards-trusted-ai-week-33-ai-security-takes-center-stage/) - [Towards Trusted AI Week 36 - The Critical Quest for Secure and Reliable AI Systems](https://adversa.ai/blog/towards-trusted-ai-week-36-the-critical-quest-for-secure-and-reliable-ai-systems/) - [Towards Trusted AI Week 34 - Defcon AI Red Teaming wrap-ups and the Quest for AI Security](https://adversa.ai/blog/towards-trusted-ai-week-34-defcon-ai-red-teaming-wrap-ups-and-the-quest-for-ai-security/) - [Towards Trusted AI Week 35 - The Achilles' Heel of AI](https://adversa.ai/blog/towards-trusted-ai-week-35-the-achilles-heel-of-ai/) - [Towards Trusted AI Week 29 - Challenges of Enterprise LLM Adoption](https://adversa.ai/blog/towards-trusted-ai-week-29-challenges-of-enterprise-llm-adoption/) - [Towards Trusted AI Week 26 - Securing the AI Chatbot Revolution](https://adversa.ai/blog/towards-trusted-ai-week-26-securing-the-ai-chatbot-revolution/) - [Towards Trusted AI Week 32 - Navigating the Future of Cyber Resilience](https://adversa.ai/blog/towards-trusted-ai-week-32-navigating-the-future-of-cyber-resilience/) - [Towards Trusted AI Week 27 - AI risks for CISO](https://adversa.ai/blog/towards-trusted-ai-week-27-ai-risks-for-ciso/) - [Towards Trusted AI Week 31 - New LLM Jailbreak, Plugin hacks and more](https://adversa.ai/blog/towards-trusted-ai-week-31-new-llm-jailbreak-plugin-hacks-and-more/) - [Towards Trusted AI Week 38 - The Cybersecurity Dilemmas of AI](https://adversa.ai/blog/towards-trusted-ai-week-38-the-cybersecurity-dilemmas-of-ai/) - [Towards Trusted AI Week 28 - The Future of the Secure AI Market](https://adversa.ai/blog/towards-trusted-ai-week-28-the-future-of-the-secure-ai-market/) - [Towards Trusted AI Week 39 - Open AI Red Teaming & The rise of Secure AI Startups](https://adversa.ai/blog/towards-trusted-ai-week-39-open-ai-red-teaming-the-rise-of-secure-ai-startups/) - [Towards Trusted AI Week 37 - Why AI TRiSM is Essential](https://adversa.ai/blog/towards-trusted-ai-week-37-why-ai-trism-is-essential/) - [Towards Trusted AI Week 40 - Job of the Week: Head of Generative AI Security](https://adversa.ai/blog/towards-trusted-ai-week-40-job-of-the-week-head-of-generative-ai-security/) - [Towards Trusted AI Week 41 - Multimodal AI attacks on the rise](https://adversa.ai/blog/towards-trusted-ai-week-41-multimodal-ai-attacks-on-the-rise/) - [Towards Trusted AI Week 43 - AI TRISM is in the Gartner top Tech Trends 2024](https://adversa.ai/blog/towards-trusted-ai-week-43-ai-trism-is-in-the-gartner-top-tech-trends-2024/) - [Towards Trusted AI Week 42 - Multi-modal prompt injections again!](https://adversa.ai/blog/towards-trusted-ai-week-42-multi-modal-prompt-injections-again/) - [Towards Trusted AI Week 44 - Takeaways from Securing AI Summit](https://adversa.ai/blog/towards-trusted-ai-week-44-takeaways-from-securing-ai-summit/) - [Towards Trusted AI Week 45 - US executive order and UK Bletchley Declaration on AI](https://adversa.ai/blog/towards-trusted-ai-week-45-us-executive-order-and-uk-bletchley-declaration-on-ai/) - [Towards Secure AI Week 45 - LLM hacking LLM and new Google SAIF](https://adversa.ai/blog/towards-secure-ai-week-45-llm-hacking-llm-and-new-google-saif/) - [Towards Secure AI Week 46 - GPT’s Security Issues and OpenAI Drama](https://adversa.ai/blog/towards-secure-ai-week-46-gpts-security-issues-and-openai-drama/) - [Towards Trusted AI Week 17 – Tesla crashed into a $3.5 million Cirrus Vision jet, and others](https://adversa.ai/blog/towards-trusted-ai-week-17-tesla-crashed-into-a-3-5-million-cirrus-vision-jet-and-others/) - [Towards trusted AI Week 42 – facial recognition gets stronger](https://adversa.ai/blog/weekly-digest-week-42-2020-facial-recognition-gets-stronger/) - [Towards trusted AI Week 43 – the new Matrix is breaking the ground](https://adversa.ai/blog/3rd-october-2020-weekly-digest/) - [Towards trusted AI Week 44 – concerns about AI are still here](https://adversa.ai/blog/4th-october-2020-weekly-digest/) - [Towards trusted AI Week 45 – triggerless backdoor needs no activator](https://adversa.ai/blog/1st-november-2020-weekly-digest/) - [Weekly Digest Week 36/2020 - dealing with AI uncertainties](https://adversa.ai/blog/1st-september-2020-weekly-digest/) - [Towards trusted AI Week 41 – the ways hackers use AI](https://adversa.ai/blog/2nd-october-2020-weekly-digest/) - [Towards trusted AI Week 40 – Trojans in Artificial Intelligence](https://adversa.ai/blog/1st-october-2020-weekly-digest/) - [Towards trusted AI Week 39 – AI tells from the context](https://adversa.ai/blog/4th-september-2020-weekly-digest/) - [Towards trusted AI Week 38 – releasing AI into the wild](https://adversa.ai/blog/3rd-september-2020-weekly-digest/) - [Towards trusted AI Week 37 - white hunt for AI vulns](https://adversa.ai/blog/2nd-september-2020-weekly-digest/) - [Towards Secure AI Week 5 – Threat of Prompt Injection Looms Large](https://adversa.ai/blog/towards-secure-ai-week-5-threat-of-prompt-injection-looms-large/) - [Towards Secure AI Week 4 - Thousands ChatGPT jailbreaks for sale](https://adversa.ai/blog/towards-secure-ai-week-4-thousands-chatgpt-jailbreaks-for-sale/) - [Towards Secure AI Week 3 - DPD AI Chatbot incident](https://adversa.ai/blog/towards-secure-ai-week-3-dpd-ai-chatbot-incident/) - [Towards Secure AI Week 2 - Unpacking NIST's AI Framework](https://adversa.ai/blog/towards-secure-ai-week-2-unpacking-nists-ai-framework/) - [Towards Secure AI Week 51 - The Hidden Cybersecurity Battles](https://adversa.ai/blog/towards-secure-ai-week-51-the-hidden-cybersecurity-battles/) - [Towards Secure AI Week 50 - Cloud Security Alliance towards Secure AI](https://adversa.ai/blog/towards-secure-ai-week-50-cloud-security-alliance-towards-secure-ai/) - [Towards Secure AI Week 49 - Multiple Loopholes in LLM… Again](https://adversa.ai/blog/towards-secure-ai-week-49-multiple-loopholes-in-llm-again/) - [Towards Secure AI Week 48 - Multiple OpenAI Security Flaws](https://adversa.ai/blog/towards-secure-ai-week-48-multiple-openai-security-flaws/) - [Towards Secure AI Week 47 - UK Guides for secure AI development](https://adversa.ai/blog/towards-secure-ai-week-47-uk-guides-for-secure-ai-development/) - [Towards Secure AI Week 9 – BEAST Jailbreak and AI Security Predictions 2024](https://adversa.ai/blog/towards-secure-ai-week-9-beast-jailbreak-and-ai-security-predictions-2024/) - [Towards Secure AI Week 8 – FS-ISAC AI Risk Guides](https://adversa.ai/blog/towards-secure-ai-week-8-fs-isac-ai-risk-guides/) - [Towards Secure AI Week 7 – New book in GenAI Security](https://adversa.ai/blog/towards-secure-ai-week-7-new-book-in-genai-security/) - [Towards Secure AI Week 6 – Decoding Risks in LLM, VC view](https://adversa.ai/blog/towards-secure-ai-week-6-decoding-risks-in-llm-vc-view/) - [Hack facial recognition AI on the annual MLSec competition and win the Prize!](https://adversa.ai/blog/hack-facial-recognition-ai-on-the-annual-mlsec-competition-and-win-the-prize/) - [Adversa AI was selected as TOP #6 AI blog in Israel by FeedSpot](https://adversa.ai/blog/adversa-ai-was-selected-as-one-of-the-best-israel-ai-blogs-by-feedspot/) - Adversa AI ranked #6 among the Best Israel AI Blogs by FeedSpot — standing out as the only blog focused entirely on AI security. Follow us for expert insights. - [Adversa AI Joins Coalition for Secure AI (CoSAI)](https://adversa.ai/blog/adversa-ai-joins-coalition-for-secure-ai-cosai/) - [Adversa AI Named Winner in GenAI Security During 2025 RSAC™ Conference](https://adversa.ai/blog/adversa-ai-named-winner-in-genai-security-during-2025-rsac-conference/) - [Adversa AI Agentic AI Red Teaming Platform Wins Leading Cybersecurity solution in AI at Fortress Cybersecurity Awards](https://adversa.ai/blog/adversa-ai-agentic-ai-red-teaming-platform-wins-leading-cybersecurity-solution-in-ai-at-fortress-cybersecurity-awards/) - Adversa AI named AI Security winner in 2025 Fortress Cybersecurity Awards for leading Red Teaming of GenAI apps, AI models, and autonomous agents. - [Adversa AI's Red Teaming Platform Recognized in OECD's Catalogue of Tools & Metrics for Trustworthy AI](https://adversa.ai/blog/adversa-ais-red-teaming-platform-recognized-in-oecds-catalogue-of-tools-metrics-for-trustworthy-ai/) - [Adversa AI in the latest Israeli Generative AI market Map](https://adversa.ai/blog/adversa-ai-in-the-latest-israeli-generative-ai-market-map/) - In a significant development within Israel's burgeoning Generative AI sector, Adversa AI has been included in the latest Israeli Generative AI Market Map. - [Top funny AI incidents of all time](https://adversa.ai/blog/top-funny-ai-incidents-of-all-time/) - Today we invite you to pay attention to the top funny AI incidents that smart systems themselves or the owners of smart devices got themselves into. - [Top Security-related AI incidents in 2021](https://adversa.ai/blog/top-security-related-ai-incidents-in-2021/) - AI trustworthiness is still far from perfect as AI incidents take place quite regularly - and these are top security related AI incidents of 2021. - [What is Secure and Trusted AI](https://adversa.ai/blog/what-is-secure-trusted-ai/) - Secure AI, Trusted AI, Responsible AI - [Adversarial ML research digest – Adversarial Attacks on DALL-E, Grammatical Error Correction, and how to share AI Red Teaming results](https://adversa.ai/blog/adversarial-ml-research-digest-adversarial-attacks-on-dall-e-grammatical-error-correction-and-how-to-share-ai-red-teaming-results/) - [Adversarial ML research digest – Adversarial Attack on Metaverse AI, KataGo AI, Whisper ARM AI and Spatiotemporal Traffic Forecasting AI](https://adversa.ai/blog/adversarial-ml-research-digest-adversarial-attack-on-metaverse-ai-katago-ai-whisper-arm-ai-and-spatiotemporal-traffic-forecasting-ai/) - [Secure AI Research Papers - AdvBiom, Stealthy Backdoor Attack, etc.](https://adversa.ai/blog/secure-ai-research-papers-january-2023/) - [Secure AI Research Papers - Adversarial Attacks and Robustness Unveiled](https://adversa.ai/blog/secure-ai-research-papers-february-2023/) - [Secure AI Research Papers - Unveiling Novel Perspectives in Adversarial Attacks](https://adversa.ai/blog/secure-ai-research-papers-march-2023/) - [Secure AI research papers - Deep Dive into Security, Networks, and EEG Systems](https://adversa.ai/blog/secure-ai-research-papers-deep-dive-into-security-networks-and-eeg-systems/) - [Secure AI Research papers: Reviewing Strategic Offenses and Defenses in AI Models](https://adversa.ai/blog/secure-ai-research-papers-reviewing-strategic-offenses-and-defenses-in-ai-models/) - [Adversa AI's CEO Alex Polyakov speaks on the Security of AI with SafetyDetectives](https://adversa.ai/blog/adversa-ais-ceo-alex-polyakov-speaks-on-the-security-of-ai-with-safetydetectives/) - In the recent conversation, Alex Polyakov, co-founder and CEO at Adversa AI, shed light on the complex landscape of AI security. - [Adversa AI Blog included in the Top List of AI Blogs](https://adversa.ai/blog/adversa-ai-blog-included-in-the-top-list-of-ai-blogs/) - [Adversa AI Won The Best AI Product At CogX Awards 2023 Celebrating Innovation In LLM Security](https://adversa.ai/blog/adversa-ai-won-the-best-ai-product-at-cogx-awards-2023-celebrating-innovation-in-llm-security/) - [Adversa AI Shortlisted for the CogX Awards 2023](https://adversa.ai/blog/adversa-ai-shortlisted-for-the-cogx-awards-2023/) - [Adversa AI was highlighted as a represented vendor in Security for AI category by EAIDB](https://adversa.ai/blog/adversa-ai-was-highlighted-as-a-represented-vendor-in-security-for-ai-category-by-eaidb/) - [Adversa is a Golden Winner of 2022 Cyber Security Global Excellence Awards](https://adversa.ai/blog/adversa-is-a-golden-winner-of-2022-cyber-security-global-excellence-awards/) - [Adversa AI at Cyber Week 2023](https://adversa.ai/blog/adversa-ai-at-cyber-week-2023/) - [Adversa AI is selected in the CyberTech100 for 2023](https://adversa.ai/blog/adversa-ai-is-selected-in-the-cybertech100-for-2023/) - [Towards Trusted AI Week 25 – How Tech companies Run AI Red Teaming](https://adversa.ai/blog/towards-trusted-ai-week-25-how-tech-companies-run-ai-red-teaming/) - #post_contentAI Red Teaming - Before using any technology, you must make sure it is safe and secure - [Eugene Neelou, Adversa AI, CTO is a Researcher of The Year by SANS DIFFERENCE MAKERS AWARDS 2022](https://adversa.ai/blog/eugene-neelou-adversa-ai-cto-is-a-researcher-of-the-year-by-sans-difference-makers-awards-2022/) - [MLSecOps - DevSecOps for AI at Conf42](https://adversa.ai/blog/mlsecops-devsecops-for-ai-at-conf42/) - [Success Pitchers: Helping Vendors Build and Monitor Secure and Trustworthy AI Systems](https://adversa.ai/blog/success-pitchers-helping-vendors-build-and-monitor-secure-and-trustworthy-ai-systems/) - [Adversa AI In Top List For Smart City AI Risk Management Solutions](https://adversa.ai/blog/adversa-ai-in-top-list-for-smart-city-ai-risk-management-solutions/) - [Towards Trusted AI Week 48 - Fundamental security gaps in AI models](https://adversa.ai/blog/towards-trusted-ai-week-48-fundamental-security-gaps-in-ai-models/) - [Adversa AI Named to Fast Company’s Next Big Things in Tech for Innovating in Secure AI](https://adversa.ai/blog/adversa-ai-named-to-fast-companys-next-big-things-in-tech-for-pioneering-in-secure-ai/) - Adversa AI has been named to Fast Company’s second annual Next Big Things in Tech list in the Security and Privacy category, honoring technology breakthroughs. - [Towards Trusted AI Week 47 - Security testing AI is the Next Big Thing in Security](https://adversa.ai/blog/towards-trusted-ai-week-47-security-testing-ai-is-the-next-big-thing-in-security/) - [Towards Trusted AI Week 43 - AI TRISM In Gartner’s 10 Predictions And 3 new Examples Of Adversarial Attacks](https://adversa.ai/blog/towards-trusted-ai-week-43-ai-trism-in-gartners-10-predictions-and-3-new-examples-of-adversarial-attacks/) - [Adversa AI is selected among awardees for the 5th Annual 2022 IoT Innovator Awards by CompassIntel](https://adversa.ai/blog/adversa-ai-is-selected-among-awardees-for-the-5th-annual-2022-iot-innovator-awards-by-compassintel/) - [Towards Trusted AI Week 46 - Secure and Trusted AI Highlights from AI4 2022 Conference and IEEE Whitepaper](https://adversa.ai/blog/towards-trusted-ai-week-46-secure-and-trusted-ai-highlights-from-ai4-2022-conference-and-ieee-whitepaper/) - [Adversa wins two Globee Business and Innovation Awards 2022](https://adversa.ai/blog/adversa-wins-two-globee-business-and-innovation-awards-2022/) - [Towards Trusted AI Week 42 - Even Plant Recognition AI System can kill a human](https://adversa.ai/blog/towards-trusted-ai-week-42-even-plant-recognition-ai-system-can-kill-a-human/) - [Towards Trusted AI Week 41 - AI Bill of Rights and AI Liability directive and Gartner advices on AI risk management](https://adversa.ai/blog/towards-trusted-ai-week-41-ai-bill-of-rights-and-ai-liability-directive-and-gartner-advices-on-ai-risk-management/) - [Towards Trusted AI Week 36 - Which companies can be named as “ethical AI companies”?](https://adversa.ai/blog/towards-trusted-ai-week-36-which-companies-can-be-named-as-ethical-ai-companies/) - [Towards Trusted AI Week 39 - The present and the future of Secure AI](https://adversa.ai/blog/towards-trusted-ai-week-39-the-present-and-the-future-of-secure-ai/) - [Towards Trusted AI Week 40 - AI risks discussed in the White House](https://adversa.ai/blog/towards-trusted-ai-week-40-ai-risks-discussed-in-the-white-house/) - [Towards Trusted AI Week 38 - Prompt Injection Attack Trilogy and AI eliminating Humanity](https://adversa.ai/blog/towards-trusted-ai-week-38-prompt-injection-attack-trilogy-and-ai-eliminating-humanity/) - [Towards Trusted AI Week 37 - What are the security principles of AI and ML?](https://adversa.ai/blog/towards-trusted-ai-week-37-what-are-the-security-principles-of-ai-and-ml/) - [Towards Trusted AI Week 35 - The wave of frameworks and regulations is coming](https://adversa.ai/blog/towards-trusted-ai-week-35-the-wave-of-frameworks-and-regulations-is-coming/) - [Towards Trusted AI Week 34 - Attacks on ML systems and how it relates to popular libraries](https://adversa.ai/blog/towards-trusted-ai-week-34-attacks-on-ml-systems-and-how-it-relates-to-popular-libraries/) - [Towards Trusted AI Week 33 - What is AI audit and why is it needed?](https://adversa.ai/blog/towards-trusted-ai-week-33-what-is-ai-audit-and-why-is-it-needed/) - [Towards Trusted AI Week 32 – Do you use AI in your enterprise? Is it secure?](https://adversa.ai/blog/towards-trusted-ai-week-32-do-you-use-ai-in-your-enterprise-is-it-secure/) - [Towards Trusted AI Week 30 – Quick profit or AI safety — what is more important?](https://adversa.ai/blog/towards-trusted-ai-week-30-quick-profit-or-ai-safety-what-is-more-important/) - [Towards Trusted AI Week 29 – Bias in AI, accident or intentional harm?](https://adversa.ai/blog/towards-trusted-ai-week-29-bias-in-ai-accident-or-intentional-harm/) - [Towards Trusted AI Week 28 – Guess what? 5G networks are vulnerable to adversarial attacks!](https://adversa.ai/blog/towards-trusted-ai-week-28-guess-what-5g-networks-are-vulnerable-to-adversarial-attacks/) - [Towards Trusted AI Week 27 – Alas, Two Security Incidents with AI in one week!](https://adversa.ai/blog/towards-trusted-ai-week-27-alas-two-security-incidents-with-ai-in-one-week/) - [Threat Modeling for Machine Learning at ML Conference 2022](https://adversa.ai/blog/threat-modeling-for-machine-learning-at-ml-conference-2022/) - [Multi-Task adversarial Attack focusing on many tasks at a time](https://adversa.ai/blog/multi-task-adversarial-attack-focusing-on-many-tasks-at-a-time/) - [Perturbations disguised as watermarks are not suspicious](https://adversa.ai/blog/908/) - [Modified Simple black-box attack affects traffic scene perception](https://adversa.ai/blog/modified-simple-black-box-attack-affects-traffic-scene-perception/) - [Researchers VS researchers: getting over exhisting defences](https://adversa.ai/blog/researchers-vs-researchers-getting-over-exhisting-defences/) - [The security of deep learning defences for medical imaging](https://adversa.ai/blog/the-security-of-deep-learning-defences-for-medical-imaging/) - [Special edition monthly research digest - Synthetic disinformation attacks on automated fact verification systems](https://adversa.ai/blog/special-edition-monthly-research-digest-synthetic-disinformation-attacks-on-automated-fact-verification-systems/) - [Monthly research digest - Physical-world adversarial shadows and others](https://adversa.ai/blog/monthly-research-digest-physical-world-adversarial-shadows-and-others/) - [Monthly research digest - Adversarial attacks on an optical neural network and others](https://adversa.ai/blog/monthly-research-digest-adversarial-attacks-on-an-optical-neural-network-and-others/) - [Towards Trusted AI Week 26 – How to fight adversarial attacks](https://adversa.ai/blog/towards-trusted-ai-week-26-how-to-fight-adversarial-attacks/) - [Call for Contestants to Compete in the Annual Machine Learning Security Evasion Competition](https://adversa.ai/blog/call-for-contestants-to-compete-in-the-annual-machine-learning-security-evasion-competition/) - [Towards Trusted AI Week 1 – Alexa recommends touching live plug with penny, and others](https://adversa.ai/blog/towards-trusted-ai-week-1-alexa-recommends-touching-live-plug-with-penny-and-others/) - [Towards Trusted AI Week 2 – DARPA’s public tools teach AI developers to defend against attacks, and others](https://adversa.ai/blog/towards-trusted-ai-week-2-darpas-public-tools-teach-ai-developers-to-defend-against-attacks-and-others/) - [Towards Trusted AI Week 3 – Robots can be fooled, but they get smarter, and others](https://adversa.ai/blog/towards-trusted-ai-week-3-robots-can-be-fooled-but-they-get-smarter-and-others/) - [Towards Trusted AI Week 4 – Digital identification discussed by the European Union Agency for Cybersecurity, and others](https://adversa.ai/blog/towards-trusted-ai-week-4-digital-identification-discussed-by-the-european-union-agency-for-cybersecurity-and-others/) - [Towards Trusted AI Week 5 – the rise of adversarial AI, and others](https://adversa.ai/blog/towards-trusted-ai-week-5-the-rise-of-adversarial-ai-and-others/) - [Towards Trusted AI Week 6 – Transparency and accountability for automated decision systems, and others](https://adversa.ai/blog/towards-trusted-ai-week-6-transparency-and-accountability-for-automated-decision-systems-and-others/) - [Towards Trusted AI Week 7 – a man cheats California out of $900,000 in fake unemployment payments, and others](https://adversa.ai/blog/towards-trusted-ai-week-7-a-man-cheats-california-out-of-900000-in-fake-unemployment-payments-and-others/) - [Towards Trusted AI Week 8 – Machine Learning in 2022 features data threats and backdoors, and others](https://adversa.ai/blog/towards-trusted-ai-week-8-machine-learning-in-2022-features-data-threats-and-backdoors-and-others/) - [Towards Trusted AI Week 10 – hacking risks for artificial intelligence, and others](https://adversa.ai/blog/towards-trusted-ai-week-10-hacking-risks-for-artificial-intelligence-and-others/) - [Towards Trusted AI Week 11 – why AI models can fail, and others](https://adversa.ai/blog/towards-trusted-ai-week-11-why-ai-models-can-fail-and-others/) - [Towards Trusted AI Week 12 – Common vulnerability disclosure should be adapted, and others](https://adversa.ai/blog/towards-trusted-ai-week-12-common-vulnerability-disclosure-should-be-adapted-and-others/) - [Towards Trusted AI Week 13 – Inoculating deep neural networks to thwart attacks, and others](https://adversa.ai/blog/towards-trusted-ai-week-13/) - [Towards Trusted AI Week 14 – Adversarial Attacks Art Exhibition, and othets](https://adversa.ai/blog/towards-trusted-ai-week-14-adversarial-attacks-art-exhibition-and-othets/) - [Fool AI Art Exhibition: World's First Exploit In NFT](https://adversa.ai/blog/fool-ai-art-exhibition-worlds-first-exploit-in-nft/) - [Towards Trusted AI Week 15 – Keywords fool AI hiring mechanism, Facebook algorithms mistake led to misinformation, and others](https://adversa.ai/blog/towards-trusted-ai-week-15-keywords-fool-ai-hiring-mechanism-facebook-algorithms-mistake-led-to-misinformation-and-others/) - [Towards Trusted AI Week 16 – Dutch situation is a warning for Europe, and others](https://adversa.ai/blog/towards-trusted-ai-week-16-dutch-situation-is-a-warning-for-europe-and-others/) - [Towards Trusted AI Week 18 – AI poisoning apocalypse, and others](https://adversa.ai/blog/towards-trusted-ai-week-18-ai-poisoning-apocalypse-and-others/) - [Towards Trusted AI Week 19 – Stocks devalue with adversarial retweets, and others](https://adversa.ai/blog/towards-trusted-ai-week-19-stocks-devalue-with-adversarial-retweets-and-others/) - [Towards Trusted AI Week 20 – the EU is working on the most important AI law and others](https://adversa.ai/blog/towards-trusted-ai-week-20the-eu-is-working-onthe-most-important-ai-law/) - [Towards Trusted AI Week 21 – solving for trust in AI challenging and others](https://adversa.ai/blog/solving-for-trust-in-ai-challenging-and-others/) - [Towards Trusted AI Week 22 – student accused of cheating by an algorithm and others](https://adversa.ai/towards-trusted-ai-week-22-student-accused-of-cheating-by-an-algorithm-and-others/) - [2 Globee Awards in Artificial Intelligence Category Adversa AI Won](https://adversa.ai/blog/2-globee-awards-in-artificial-intelligence-category-adversa-won/) - [Towards Trusted AI Week 23 – Adversarial Attacks to prevent spying? Why not!](https://adversa.ai/blog/towards-trusted-ai-week-23-adversarial-attacks-to-prevent-spying-why-not/) - [Adversa AI Named Winner for Next Gen Adversarial ML Threat Mitigation Award during RSA Conference 2022](https://adversa.ai/blog/adversa-ai-named-winner-for-next-gen-adversarial-ml-threat-mitigation-award-during-rsa-conference-2022/) - [Towards Trusted AI Week 24 – AI Red Teaming discussed at RSA](https://adversa.ai/blog/towards-trusted-ai-week-24-ai-red-teaming-discussed-at-rsa/) - [Towards Trusted AI Week 9 – Loosing a company due to an algorithm mistake, and others](https://adversa.ai/blog/towards-trusted-ai-week-9-loosing-company-due-to-algorithm-mistake-and-others/) - [Towards Trusted AI Week 50 – adversarial attacks on natural language processing systems, and others](https://adversa.ai/blog/towards-trusted-ai-week-50-adversarial-attacks-on-natural-language-processing-systems-and-others/) - [Towards Trusted AI Week 51 – Most shocking deepfakes of the year, and others](https://adversa.ai/blog/towards-trusted-ai-week-51-most-shocking-deepfakes-of-the-year-and-others/) - [Best of Adversarial ML Week 49 - SNEAK: Synonymous Sentences-Aware Adversarial Attack, and others](https://adversa.ai/blog/best-of-adversarial-ml-week-49-sneak-synonymous-sentences-aware-adversarial-attack-and-others/) - [Best of Adversarial ML Week 50 - Adversarial examples for extreme multilabel text classification, and others](https://adversa.ai/blog/best-of-adversarial-ml-week-50-adversarial-examples-for-extreme-multilabel-text-classification-and-others/) - [Towards Trusted AI Week 49 – Best practices for AI security risk management, and others](https://adversa.ai/blog/towards-trusted-ai-week-49-best-practices-for-ai-security-risk-management-and-others/) - [Best of Adversarial ML Week 48 - Adversarial attacks against Multispectral Cloud Detector, and others](https://adversa.ai/blog/best-of-adversarial-ml-week-48-adversarial-attacks-against-multispectral-cloud-detector-and-others/) - [Towards Trusted AI Week 48 – learning from Zillow-pocalypse, and others](https://adversa.ai/blog/towards-trusted-ai-week-48-learning-from-zillow-pocalypse-and-others/) - [AI Red Teaming Talk at ML Conference Munich 2021](https://adversa.ai/blog/ai-red-teaming-talk-at-ml-conference/) - [Adversa Shared Experience At ML Conference Singapore 2021](https://adversa.ai/blog/adversa-shared-experience-at-ml-conference-singapore-2021/) - [Adversa at HITBSecConf 2021](https://adversa.ai/blog/adversa-at-hitbsecconf-2021/) - [Best of Adversarial ML Week 47 - Adversarial attacks in cooperative AI, and others](https://adversa.ai/blog/best-of-adversarial-ml-week-47-adversarial-attacks-in-cooperative-ai-and-others/) - [Towards Trusted AI Week 47 – combating facial recognition technology’s security problem](https://adversa.ai/blog/towards-trusted-ai-week-47-combating-facial-recognition-technologys-security-problem/) - [Best of Adversarial ML Week 46 - Consistent semantic attacks on optical flow, and others](https://adversa.ai/blog/best-of-adversarial-ml-week-46-consistent-semantic-attacks-on-optical-flow-and-others/) - [Adversa presented its research and the latest technologies at InnoTech Cyber Exhibition 2021 in Tel Aviv](https://adversa.ai/blog/adversa-presented-its-research-and-the-latest-technologies-at-innotech-cyber-exhibition-2021-in-tel-aviv/) - [Towards Trusted AI Week 46 – Deepfakes may not cause the political apocalypse, and others](https://adversa.ai/blog/towards-trusted-ai-week-46-deepfakes-may-not-cause-the-political-apocalypse-and-others/) - [Best of Adversarial ML Week 45 - Advanced model extractions leveraging efficient weight stealing in memories, and others](https://adversa.ai/blog/best-of-adversarial-ml-week-45-advanced-model-extractions-leveraging-efficient-weight-stealing-in-memories-and-others/) - [Towards Trusted AI Week 45 – DHS researching public perception of AI use, and others ](https://adversa.ai/blog/towards-trusted-ai-week-45-dhs-researching-public-perception-of-ai-use-and-others/) - [Best of Adversarial ML Week 44 - Adversarial attacks on knowledge graph embeddings and others](https://adversa.ai/blog/best-of-adversarial-ml-week-44-adversarial-attacks-on-knowledge-graph-embeddings-and-others/) - [Towards Trusted AI Week 44 – Facebook quits facial recognition, Clearview AI gets banned, and others](https://adversa.ai/blog/towards-trusted-ai-week-44-facebook-quits-facial-recognition-clearview-ai-gets-banned-and-others/) - [Best of Adversarial ML Week 43 - Scalable certified defense against adversarial patches](https://adversa.ai/blog/best-of-adversarial-ml-week-43-scalable-certified-defense-against-adversarial-patches/) - [The History of Hacking AI Systems Talk at Hacktivity](https://adversa.ai/blog/the-history-of-hacking-ai-systems-talk-at-hacktivity/) - [Towards Trusted AI Week 43 – deepfakes enhance security threats and others](https://adversa.ai/blog/towards-trusted-ai-week-43-deepfakes-enhance-security-threats-and-others/) - [Best of Adversarial ML Week 42 - Multi-concept adversarial attacks and others](https://adversa.ai/blog/best-of-adversarial-ml-week-42-multi-concept-adversarial-attacks-and-others/) - [Best of Adversarial ML Week 38 - Fault fooling backdoor attack on neural network training and others](https://adversa.ai/blog/best-of-adversarial-ml-week-38-fault-fooling-backdoor-attack-on-neural-network-training-and-others/) - [Best of Adversarial ML Week 39 - Adversarial semantic contour for object detection](https://adversa.ai/blog/best-of-adversarial-ml-week-39-adversarial-emantic-contour-for-object-detection/) - [Towards Trusted AI Week 42 – DoE director on agency’s plan to enhance trustworthy AI and others](https://adversa.ai/blog/towards-trusted-ai-week-42-doe-director-on-agencys-plan-to-enhance-trustworthy-ai-and-others/) - [Best of Adversarial ML Week 41 - Adversarial attack across datasets and others](https://adversa.ai/blog/best-of-adversarial-ml-week-41-adversarial-attack-across-datasets-and-others/) - [Towards Trusted AI Week 41 – AI fake-face generators can reveal their training data](https://adversa.ai/blog/towards-trusted-ai-week-41-ai-fake-face-generators-can-reveal-their-training-data/) - [Best of Adversarial ML Week 40 - Adversarial attacks on black box video classifiers](https://adversa.ai/blog/best-of-adversarial-ml-week-40/) - [Towards Trusted AI Week 40 – Deepfake fools both humans and smart assistants](https://adversa.ai/blog/towards-trusted-ai-week-40-deepfake-fools-both-humans-and-smart-assistants/) - [Towards Trusted AI Week 39 – Chinese artificial intelligence perpetuates gender biases and others](https://adversa.ai/blog/towards-trusted-ai-week-39-chinese-artificial-intelligence-perpetuates-gender-biases-and-others/) - [Towards Trusted AI Week 38 – standing against data poisoning and others](https://adversa.ai/blog/towards-trusted-ai-week-38/) - [Adversa is a finalist of the National Cyber Awards 2021](https://adversa.ai/blog/adversa-is-a-finalist-of-the-national-cyber-awards-2021/) - [Best of Adversarial ML Week 37 - Perceptual adversarial patches for crowd counting](https://adversa.ai/blog/best-of-adversarial-ml-week-37-perceptual-adversarial-patches-for-crowd-counting/) - [Towards Trusted AI Week 37 – Hobbling computer vision datasets against unauthorized use and others](https://adversa.ai/blog/towards-trusted-ai-week-37-hobbling-computer-vision-datasets-against-unauthorized-use-and-others/) - [Best of Adversarial ML Week 36 - A novel adversarial-inspired data encryption method and others](https://adversa.ai/blog/best-of-adversarial-ml-week-36-a-novel-adversarial-inspired-data-encryption-method-and-others/) - [Towards Trusted AI Week 36 – A new technique to stop adversarial attacks](https://adversa.ai/blog/towards-trusted-ai-week-36-a-new-technique-to-stop-adversarial-attacks/) - [Best of Adversarial ML Week 35 - Pupil shapes reveal GAN-generated faces](https://adversa.ai/blog/best-of-adversarial-ml-week-35/) - [Towards Trusted AI Week 35 – Facebook apologized for its AI software's error](https://adversa.ai/blog/towards-trusted-ai-week-35-facebook-apologized-for-its-ai-softwares-error/) - [Best of Adversarial ML Week 34 - Attacking aerial imagery object detector](https://adversa.ai/blog/best-of-adversarial-ml-week-34-attacking-aerial-imagery-object-detector/) - [Towards Trusted AI Week 34 – fooling AI in Optical Adversarial Attack](https://adversa.ai/blog/towards-trusted-ai-week-34-fooling-ai-in-optical-adversarial-attack/) - [Adversa at HITBSECCONF 2021 Singapore](https://adversa.ai/blog/adversa-at-hitbsecconf-2021-singapore/) - [Best of Adversarial ML Week 33 - Adversarial Attack to DNNs by dropping information](https://adversa.ai/blog/best-of-adversarial-ml-week-33-adversarial-attack-to-dnns-by-dropping-information/) - [Towards Trusted AI Week 33 – Fool AI into ignoring stop signs](https://adversa.ai/blog/towards-trusted-ai-week-33-fool-ai-into-ignoring-stop-signs/) - [Best of Adversarial ML Week 32 - Mitigating robust and universal Adversarial Patch Attack](https://adversa.ai/blog/best-of-adversarial-ml-week-32-neuracrypt-is-not-private/) - [Towards Trusted AI Week 32 – Feature Importance-Aware Attacks enhance transferability](https://adversa.ai/blog/towards-trusted-ai-week-32-feature-importance-aware-attacks-enhance-transferability/) - [Best of Adversarial ML Week 31 – Robust and invisible backdoor attack](https://adversa.ai/blog/best-of-adversarial-ml-week-31-robust-and-invisible-backdoor-attack/) - [Adversa at DEFCON AI Village 2021](https://adversa.ai/blog/adversa-at-defcon-ai-village-2021/) - [Adversa delivered its research and the latest technologies at CogX Festival 2021](https://adversa.ai/blog/adversa-delivered-its-research-and-the-latest-technologies-at-cogx-festival-2021/) - [Adversa is a winner of Globee Business and Innovation Awards 2021](https://adversa.ai/blog/adversa-is-a-winner-of-globee-business-and-innovation-awards-2021/) - [Best of Adversarial ML Week 30 – Adversarially blurring visual object tracking](https://adversa.ai/blog/best-of-adversarial-ml-week-30-adversarially-blurring-visual-object-tracking/) - [Adversa at Machine Learning Week 2021](https://adversa.ai/blog/adversa-at-machine-learning-week-2021/) - [Adversa AI Red Team Invented Technology for Ethical Hacking of Facial Recognition Systems](https://adversa.ai/blog/adversa-ai-red-team-invented-technology-for-ethical-hacking-of-facial-recognition-systems/) - [Best of Adversarial ML Week 25 - Discriminative wavelet sub-bands - new approach for face morphing detection](https://adversa.ai/blog/best-of-adversarial-ml-week-25-discriminative-wavelet-sub-bands-for-face-morphing-detection/) - [Towards Trusted AI Week 26 - AI technology is not as invulnerable as it might seem](https://adversa.ai/blog/towards-trusted-ai-week-26-ai-technology-is-not-as-invulnerable-as-it-might-seem/) - [Best of Adversarial ML Week 26 – Data Poisoning Won't Save You From Facial Recognition](https://adversa.ai/blog/best-of-adversarial-ml-week-26-data-poisoning-wont-save-you-from-facial-recognition/) - [Towards Trusted AI Week 28 – facial recognition beholds new threats](https://adversa.ai/blog/towards-trusted-ai-week-28-facial-recognition-beholds-new-threats/) - [Best of Adversarial ML Week 27 – Understanding the Security of Deepfake Detection](https://adversa.ai/blog/best-of-adversarial-ml-week-27-understanding-the-security-of-deepfake-detection/) - [Towards Trusted AI Week 31 – finding Twitter AI biases with HackerOne bounties](https://adversa.ai/blog/towards-trusted-ai-week-31-finding-twitter-ai-biases-with-hackerone-bounties/) - [Towards Trusted AI Week 30 – development of an AI Risk Management Framework](https://adversa.ai/blog/towards-trusted-ai-week-30-development-of-an-ai-risk-management-framework/) - [Best of Adversarial ML Week 29 – Perceptibility of black-box adversarial attacks on face recognition](https://adversa.ai/blog/best-of-adversarial-ml-week-29-perceptibility-of-black-box-adversarial-attacks-on-face-recognition/) - [Towards Trusted AI Week 29 – malware gets hidden inside AI's 'neurons'](https://adversa.ai/blog/towards-trusted-ai-week-29-malware-gets-hidden-inside-ais-neurons/) - [Best of Adversarial ML Week 28 – Adversarial attacks on autonomous driving visual perception](https://adversa.ai/blog/best-of-adversarial-ml-week-28-adversarial-attacks-on-autonomous-driving-visual-perception/) - [Towards Trusted AI Week 27 – AI-based recommendations easy to abuse](https://adversa.ai/blog/towards-trusted-ai-week-27-ai-based-recommendations-easy-to-abuse/) - [Towards trusted AI Week 23 – The way out of Clearview AI database](https://adversa.ai/blog/towards-trusted-ai-week-23-the-way-out-of-clearview-ai-database/) - [Towards trusted AI Week 25 - New ways to address AI bias](https://adversa.ai/blog/best-of-adversarial-ml-week-25-new-ways-to-address-ai-bias/) - [Best of Adversarial ML Week 24 - Lip motion patterns secure face liveness detection](https://adversa.ai/blog/best-of-adversarial-ml-week-24-lip-motion-patterns-secure-face-liveness-detection/) - [Best of Adversarial ML Week 23 - Detecting adversarial patched objects WITH or WITHOUT signature](https://adversa.ai/blog/best-of-adversarial-ml-week-23-detecting-adversarial-patched-objects-with-or-without-signature/) - [Adversa releases Secure and Trusted AI report with exclusive retrospective, trends, predictions](https://adversa.ai/blog/adversa-releases-secure-and-trusted-ai-report-with-exclusive-retrospective-trends-predictions/) - [Towards trusted AI Week 22 – The annual ML security evasion competition](https://adversa.ai/blog/towards-trusted-ai-week-22-the-annual-ml-security-evasion-competition/) - [Best of Adversarial ML Week 21 - Cross-model adversarial watermark for combating deepfakes](https://adversa.ai/blog/best-ai-research-week-21-cross-model-adversarial-watermark-for-combating-deepfakes/) - [‘The History of Adversarial AI’ talk at HITB](https://adversa.ai/blog/the-history-of-adversarial-ai-talk-at-hitb/) - [Towards trusted AI Week 21 - Facebook customozes ‘Dynascore’ metric](https://adversa.ai/blog/towards-trusted-ai-week-21-facebook-customozes-dynascore-metric/) - [Towards trusted AI Week 20 - evaluating AI trustworthiness](https://adversa.ai/blog/towards-trusted-ai-week-20-evaluating-ai-trustworthiness/) - [Testing Facial recognition system security at Secure360](https://adversa.ai/blog/testing-facial-recognition-system-security-at-secure360/) - [Towards trusted AI Week 19 - tools fooling facial recognition systems](https://adversa.ai/blog/towards-trusted-ai-week-19-tools-fooling-facial-recognition-systems/) - [Towards trusted AI Week 18 - misuse of deepfakes is not far away](https://adversa.ai/blog/towards-trusted-ai-week-18-misuse-of-deepfakes-is-not-far-away/) - [Towards trusted AI Week 17 - Adversa entering the market](https://adversa.ai/blog/towards-trusted-ai-week-17-adversa-entering-the-market/) - [Towards trusted AI Week 16 - strengthen the security of face recognition systems](https://adversa.ai/blog/towards-trusted-ai-week-16-strengthen-the-security-of-face-recognition-systems/) - [Towards trusted AI Week 9 - 5G enhances autonomous cars](https://adversa.ai/blog/towards-trusted-ai-week-9-5g-enhances-autonomous-cars/) - [Towards trusted AI Week 7 - standards for AI in healthcare](https://adversa.ai/blog/towards-trusted-ai-week-7-standards-for-ai-in-healthcare/) - [Towards trusted AI Week 10 - fooling AI with a simple sticker](https://adversa.ai/blog/towards-trusted-ai-week-10-fooling-ai-with-a-simple-sticker/) - [Towards trusted AI Week 8 - autonomous vehicles vulnerabilities](https://adversa.ai/blog/towards-trusted-ai-week-8-autonomous-vehicles-vulnerabilities/) - [Towards trusted AI Week 5 - XAI makes AI more transparent](https://adversa.ai/blog/towards-trusted-ai-week-5-xai-makes-ai-more-transparent/) - [Towards trusted AI Week 4 - The Global AI Action Alliance supports AI ethics](https://adversa.ai/blog/towards-trusted-ai-week-4-the-global-ai-action-alliance-supports-ai-ethics/) - [Towards trusted AI Week 6 - AI that we can trust](https://adversa.ai/blog/towards-trusted-ai-week-6-ai-that-we-can-trust/) - [Towards trusted AI Week 15 - the EU is going to ban AI for certain application ways](https://adversa.ai/blog/towards-trusted-ai-week-15-the-eu-is-going-to-ban-ai-for-certain-application-ways/) - [Towards trusted AI Week 14 - tools for creating simulated attacks](https://adversa.ai/blog/towards-trusted-ai-week-14-tools-for-creating-simulated-attacks/) - [Towards trusted AI Week 13 - tax fraud affects Chinese facial recognition](https://adversa.ai/blog/towards-trusted-ai-week-13-tax-fraud-affects-chinese-facial-recognition/) - [Towards trusted AI Week 12 - Adversarial training in robots is contraversal](https://adversa.ai/blog/towards-trusted-ai-week-12-adversarial-training-in-robots-is-contraversal/) - [Towards trusted AI Week 11 - AI in ATMs poses another risk](https://adversa.ai/blog/towards-trusted-ai-week-11-ai-in-atms-poses-another-risk/) - [Adversa Recognized as a Startup of the Year 2020](https://adversa.ai/blog/adversa-recognized-as-a-startup-of-the-year-2020/) - [IoTFuse Machine Learning Conference 2020](https://adversa.ai/blog/iotfuse-machine-learning-conference-2020/) - [Adversa is a Golden Bridge Awards Winner 2020 in Artificial Intelligence](https://adversa.ai/blog/adversa-is-a-golden-bridge-awards-winner-2020-in-artificial-intelligence/) - [Adversa is a Winner in Cyber Security Software of One Planet Awards 2020](https://adversa.ai/blog/adversa-is-a-winner-in-cyber-security-software-of-one-planet-awards-2020/) - [ITBN CONF-EXPO 2020](https://adversa.ai/blog/itbn-conf-expo-2020/) - [Hacking Facial Recognition at Hacktivity](https://adversa.ai/blog/hacking-facial-recognition-at-hacktivity/) - [‘Protecting AI Solutions From Attacks’ at ML Conference Online](https://adversa.ai/blog/protecting-ai-solutions-from-attacks-at-ml-conference-online/) - [AI Security Challenges Discussed at BSidesBUD 2020 Online](https://adversa.ai/blog/ai-security-challenges-discussed-at-bsidesbud-2020-online/) - [‘AI Security: Why, What, How’ Talk at HITB Conference](https://adversa.ai/blog/ai-security-why-what-how-talk-at-hitb-conference/) - [Towards trusted AI Week 46 – how to conceal speech data](https://adversa.ai/blog/2nd-november-2020-weekly-digest/) - [Towards trusted AI Week 47 – tools to stand against adversaries](https://adversa.ai/blog/3rd-november-2020-weekly-digest/) - [Towards trusted AI Week 48 – hackers' benefits from AI](https://adversa.ai/blog/4th-november-2020-weekly-digest/) - [Towards trusted AI Week 49 – securing our AI systems](https://adversa.ai/blog/1st-december-2020-weekly-digest/) - [Towards trusted AI Week 50 – AI opens new doors](https://adversa.ai/blog/2nd-december-2020-weekly-digest/) - [Towards trusted AI Week 51 – new defence is a top priority](https://adversa.ai/blog/3rd-december-2020-weekly-digest/) - [Towards trusted AI Week 52 – people and AI should collaborate](https://adversa.ai/blog/4th-december-2020-weekly-digest/) - [Towards trusted AI Week 1 – top hacks 2020](https://adversa.ai/blog/1st-january-2021-weekly-digest/) - [Towards trusted AI Week 2 – telling fakes from real ones](https://adversa.ai/blog/2nd-january-2021-weekly-digest/) - [Towards trusted AI Week 3 – replacing IT specialists with AI](https://adversa.ai/blog/weekly-digest-week-3-2021-replacing-it-specialists-with-ai/) ## Pages - [Home](https://adversa.ai/) - Autonomous AI red teaming platform that continuously tests AI agents, LLMs, and GenAI apps. 300+ attack techniques. OWASP & NIST mapped. Trusted by Fortune 500 - [Home](https://adversa.ai/) - Autonomous AI red teaming platform that continuously tests AI agents, LLMs, and GenAI apps. 300+ attack techniques. OWASP & NIST mapped. Trusted by Fortune 500 - [AI Security for Financial Services](https://adversa.ai/ai-risk-management-financial-industry/) - Continuous AI red teaming for banks, fintechs & insurers. Test for financial fraud, regulatory compliance & agentic AI threats. Request a demo with Adversa AI. - [In-context learning security. Top 100 AI models ranking](https://adversa.ai/in-context-learning-security-top-100-ai-models-ranking-iicl/) - Top AI language models from 17 vendors ranked by their security and reseistance to the Involuntary In-Context Learning (IICL) class of jailbreak techniques. - [About Adversa](https://adversa.ai/about-us/) - [Platform](https://adversa.ai/ai-red-teaming-agentic-ai/) - Autonomous AI red teaming for LLMs, agents, and MCP systems. 300+ attack techniques, compliance mapping, and remediation playbooks. Request a platform demo. - [Thank you!](https://adversa.ai/thankyou/) - Continuous AI Red Teaming for GenAI detects prompt injection, jailbreaks, and data leaks. Secure your LLMs and copilots before threats hit production - [Privacy policy](https://adversa.ai/privacy-policy/) - Review Adversa AI's privacy policy and visit security and trust center. - [Data Processing Agreement](https://adversa.ai/dpa/) - Review Adversa AI's data processing agreement overview and request a customer-specific DPA. - [Security and trust](https://adversa.ai/security-trust/) - Review Adversa AI's cybersecurity certifications, security practices, privacy policy, access security documentation, and data protection agreements. - [Cookie policy](https://adversa.ai/cookie-policy/) - Review Adversa AI's cookie policy and visit security, privacy and trust center. - [See Adversa AI platform in action](https://adversa.ai/get-demo/) - Continuous AI Red Teaming for GenAI detects prompt injection, jailbreaks, and data leaks. Secure your LLMs and copilots before threats hit production - [OpenSource OpenClaw Security](https://adversa.ai/top-opensource-openclaw-security-solution/) - Open-source plugin and skill designed to harden OpenClaw /Moltbook /Clawdbot against adversarial attacks, covering all OWASP Top 10 Agentic AI vulnerabilities. - [Report: Top AI Security Incidents (2025 Edition)](https://adversa.ai/top-ai-security-incidents-report-2025-edition/) - Discover real AI security breaches, what caused them, and how to prevent the next one. This report reveals critical lessons from real-world incidents. - [MCP Security: TOP 25 MCP Vulnerabilities](https://adversa.ai/mcp-security-top-25-mcp-vulnerabilities/) - MCP Security TOP 25 MCP Vulnerabilities - The most comprehensive collaborative resource for MCP-related security vulnerabilities threats and defenses - [Continuous AI Red Teaming for MCP](https://adversa.ai/ai-red-teaming-mcp/) - Continuous AI Red Teaming for MCP uncovers data leaks, RCE, and protocol flaws in agentic AI. Secure your MCP stack before attackers exploit it. - [Continuous AI Red Teaming for GenAI](https://adversa.ai/ai-red-teaming-genai/) - Continuous AI Red Teaming for GenAI detects prompt injection, jailbreaks, and data leaks. Secure your LLMs and copilots before threats hit production - [LLM Red Teaming](https://adversa.ai/ai-red-teaming-llm/) - The use of LLM like GPTs brings security risks, so we need for responsible deployment and understanding of the potential security risks, or LLM Red Teaming. - [AI Risk Management For Industry 4.0](https://adversa.ai/ai-risk-management-industry-4-0/) - We're on the verge of Industry 4.0, the fourth industrial revolution, when full automation of production will take place. - [AI Risk Management for Smart Home](https://adversa.ai/ai-risk-management-smart-home/) - A smart home is a set of artificial intelligence technologies that one can apply directly at home to improve the level of comfort and quality of life. - [AI Risk Management for Smart City](https://adversa.ai/ai-risk-management-smart-city/) - The safety of smart home residents directly depends on the security of smart city systems. Attacks on elements of smart city systems can be diverse. - [AI Risk Management for Surveillance](https://adversa.ai/ai-risk-management-surveillance/) - Face recognition systems can be fooled if an attacker presents a photo, a video with a certain person to the targeted camera. - [AI Risk Management For Internet Industry](https://adversa.ai/ai-risk-management-internet-industry/) - The internet industry uses AI technologies a lot. Due to the popularity of AI-based solutions, the internet industry is extremely prone to attacks. - [AI Risks In Media](https://adversa.ai/ai-risk-management-media/) - Due to the popularity of AI-based solutions used in the media companies, this industry is extremely prone to attacks. - [AI Risk Management for Identity Verification and KYC](https://adversa.ai/ai-risk-management-kyc/) - Despite the fact that KYC and AML systems are aimed at reducing various financial misconceptions, attacks on related devices are far from uncommon. - [AI Risk Management for Biometrics](https://adversa.ai/ai-risk-management-biometrics/) - Despite the obvious advantages of collecting such information about people, biometric data is potentially vulnerable to fraudulent actions. - [AI Risk Management For Automotive Industry](https://adversa.ai/ai-risk-management-automotive-industry/) - Despite the fact that autonomous transport largely solves the problem of a driver's inattention on the road, we, alas, cannot talk about his complete safety. - [AI Risk Management for Insurance](https://adversa.ai/ai-risk-management-insurance/) - Despite its numerous benefits, the use of AI in the financial industry also presents several risks that need careful consideration. - [AI Risks In Marketplaces](https://adversa.ai/ai-risk-management-marketplaces/) - Due to the popularity of AI-based solutions used in marketplaces and online shops, this industry is extremely prone to attacks. - [The Digital Markets Act Compliance](https://adversa.ai/digital-markets-act/) - [The EU AI Act Compliance](https://adversa.ai/eu-ai-act/) - [The Digital Services Act Compliance](https://adversa.ai/digital-services-act/) - [Secure AI Assessment](https://adversa.ai/secure-ai-assessment/) - [AI Security Lifecycle: MLSecOps](https://adversa.ai/ai-security-lifecycle-mlsecops/) - AI algorithms are vulnerable by design. Companies are catastrophically unprepared to defend their products from cyber threats. - [AI Threat Detection: Content Moderation Evasion Adversarial Attack](https://adversa.ai/ai-threat-detection-content-moderation-evasion-adversarial-attack/) - The researchers have successfully found a massive campaign affecting millions of users of multiple Internet platforms using content moderation systems. - [Secure AI Assurance](https://adversa.ai/secure-ai-assurance/) - [Secure AI Awareness](https://adversa.ai/secure-ai-awareness/) - [Report: The Road to Secure and Trusted AI](https://adversa.ai/report-secure-and-trusted-ai/) - Adversa AI published this extensive Secure and Trusted AI report to reveal what threatens AI, why we need to protect this technology, and how to do it - [Fool AI Art Exhibition: World’s First Adversarial Attack In NFT](https://adversa.ai/fool-ai-nft-art-exhibition/) - The ability of a human eye can be metaphorically compared to one of facial recognition systems, but the results they can produce are far from being identical. - [AI Red Teaming: Hacking Facial Recognition](https://adversa.ai/ai-red-teaming/cyber-physical-adversarial-attack-face-recognition/) - [Face Recognition Attack Demo: Adversarial Octopus](https://adversa.ai/face-recognition-attack-adversarial-octopus/) - [Stay Updated](https://adversa.ai/stay-updated/) ## Downloads - [Top AI Security Incidents](https://adversa.ai/direct-report-pdf-private-3/) - [Direct Report PDF (Private)](https://adversa.ai/direct-report-pdf-private-2/) - [Preso HITB AI Red Teaming](https://adversa.ai/download/3584/?tmstv=1780826696) - [Public Report PDF](https://adversa.ai/download/1220/?tmstv=1780826696) - [Direct Report PDF (Private)](https://adversa.ai/download/2145/?tmstv=1780826696) ## Event - [HITB Security Conference + CyberWeek 2021 in Abu Dhabi](https://adversa.ai/blog/event/hitb-security-conference-cyberweek-2021-in-abu-dhabi/) - [ML Conference Singapore 2021](https://adversa.ai/blog/event/ml-conference-singapore-2021/) - [HITBSECCONF 2021 SINGAPORE](https://adversa.ai/blog/event/hitbsecconf-2021-singapore/) - [ML CONFERENCE BERLIN 2021](https://adversa.ai/blog/event/ml-conference-berlin-2021/) - [DEF CON AI Village 2021](https://adversa.ai/blog/event/def-con-ai-village-2021/) - [Machine Learning Week Europe](https://adversa.ai/blog/event/machine-learning-week-europe/) - [CogX Festival 2021](https://adversa.ai/blog/event/cogx-festival-2021/) ## Testimonials - [Tomorrow AI may become the weakest link in the security chain and be exploitable by attackers...](https://adversa.ai/blog/testimonial/battista-biggio/) - [Being able to keep your AI systems safe helps protect your company and your customers…](https://adversa.ai/blog/testimonial/ariel-herbert-voss/) - [The first steps always are awareness, recognizing there is a problem opens the door to addressing it with a solution](https://adversa.ai/blog/testimonial/davi-ottenheimer/) - [AI security design, checks and audits must be an essential part of the AI product life cycle](https://adversa.ai/blog/testimonial/martin-szugat/) - [Security and trust are an imperative for artificial intelligence, there is already much reported in the press on the negatives side of AI…](https://adversa.ai/blog/testimonial/martin-szugat-2/) - [For the AI revolution to succeed, we must build trust. The risks are too high - but so are the benefits](https://adversa.ai/blog/testimonial/oliver-rochford/) - [The lack of transparency of neural models makes them vulnerable to various types of attacks we might not yet be aware of](https://adversa.ai/blog/testimonial/vered-shwartz/) - [AI systems are software systems, without appropriate levels of security they can’t function and deliver benefits to the users](https://adversa.ai/blog/testimonial/roman-v-yampolskiy/) - [Accenture](https://adversa.ai/blog/testimonial/accenture/) - [WEF](https://adversa.ai/blog/testimonial/wef/) - [PwC](https://adversa.ai/blog/testimonial/pwc/) - [IBM](https://adversa.ai/blog/testimonial/ibm/) - [Gartner](https://adversa.ai/blog/testimonial/gartner/) ## Categories - [Article](https://adversa.ai/topic/trusted-ai-blog/publications/article/) - [Secure AI Weekly](https://adversa.ai/topic/trusted-ai-blog/digests/secure-ai-weekly/) - [Company Updates](https://adversa.ai/topic/trusted-ai-blog/company-updates/) - [Trusted AI Blog](https://adversa.ai/topic/trusted-ai-blog/) - [Press Releases](https://adversa.ai/topic/trusted-ai-blog/company-updates/press-releases/) - [Conference Talks](https://adversa.ai/topic/trusted-ai-blog/company-updates/conference-talks/) - [Industry Awards](https://adversa.ai/topic/trusted-ai-blog/company-updates/industry-awards/) - [Adversarial ML Digest](https://adversa.ai/topic/trusted-ai-blog/digests/adversarial-ml-digest/) - [Review](https://adversa.ai/topic/trusted-ai-blog/publications/review/) - [LLM Security Digest](https://adversa.ai/topic/trusted-ai-blog/digests/llm-security-digest/) - [Digests](https://adversa.ai/topic/trusted-ai-blog/digests/) - [Agentic AI Security Digest](https://adversa.ai/topic/trusted-ai-blog/digests/agentic-ai-security-digest/) - [Agentic AI Security](https://adversa.ai/topic/trusted-ai-blog/security-topics/agentic-ai-security/) - [GenAI Security Digest](https://adversa.ai/topic/trusted-ai-blog/digests/genai-security-digest/) - [GenAI Security](https://adversa.ai/topic/trusted-ai-blog/security-topics/genai-security/) - [MCP Security Digest](https://adversa.ai/topic/trusted-ai-blog/digests/mcp-security-digest/) - [LLM Security](https://adversa.ai/topic/trusted-ai-blog/security-topics/llm-security/) - [Adversarial ML](https://adversa.ai/topic/trusted-ai-blog/security-topics/adversarial-ml/) - [Security Topics](https://adversa.ai/topic/trusted-ai-blog/security-topics/) - [MCP Security](https://adversa.ai/topic/trusted-ai-blog/security-topics/mcp-security/) - [Publications](https://adversa.ai/topic/trusted-ai-blog/publications/) - [Research](https://adversa.ai/topic/trusted-ai-blog/publications/research/) ## Tags - [digest](https://adversa.ai/blog/tag/digest/) - [finance](https://adversa.ai/blog/tag/finance/) - [autonomous driving](https://adversa.ai/blog/tag/autonomous-driving/) - [energy systems](https://adversa.ai/blog/tag/energy-systems/) - [surveillance systems](https://adversa.ai/blog/tag/surveillance-systems/) - [speech recognition](https://adversa.ai/blog/tag/speech-recognition/) - [image classifiers](https://adversa.ai/blog/tag/image-classifiers/) - [copyright](https://adversa.ai/blog/tag/copyright/) - [bias in AI](https://adversa.ai/blog/tag/bias-in-ai/) - [biometrics](https://adversa.ai/blog/tag/biometrics/) - [id systems](https://adversa.ai/blog/tag/id-systems/) - [adversarial text](https://adversa.ai/blog/tag/adversarial-text/) - [AI in medicine](https://adversa.ai/blog/tag/ai-in-medicine/) - [face recognition](https://adversa.ai/blog/tag/face-recognition/) - [backdoor attack](https://adversa.ai/blog/tag/backdoor-attack/) - [object detector](https://adversa.ai/blog/tag/object-detector/) - [defenses](https://adversa.ai/blog/tag/defenses/) - [Agentic AI](https://adversa.ai/blog/tag/agentic-ai/) - [MCP Security](https://adversa.ai/blog/tag/mcp-security/) - [MCP](https://adversa.ai/blog/tag/mcp/) - [Model Context Protocol](https://adversa.ai/blog/tag/model-context-protocol/) ## Testimonial category - [Industry](https://adversa.ai/blog/testimonial-category/industry/) - [Influencer](https://adversa.ai/blog/testimonial-category/influencer/)
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