# Awesome AI Security Full LLM Context > Awesome AI Security is a public AI security directory and newsletter archive for practitioners, researchers, builders, managers, and security teams. It focuses on how AI systems fail, how they are attacked, and how defenders can design, test, monitor, govern, and respond to them. Last updated: 2026-05-21 Canonical site: https://www.awesomeaisecurity.com/ Primary directory: https://www.awesomeaisecurity.com/resources Primary newsletter archive: https://www.awesomeaisecurity.com/newsletter Newsletter subscription: https://www.linkedin.com/newsletters/adversarial-ai-digest-7298813894498598912/ Latest Telegram feed: https://www.awesomeaisecurity.com/telegram Contact email: tal.eliyahu@innovguard.com Book a meeting: https://calendly.com/innovguard/meeting ## Site Identity Name: Awesome AI Security Publisher: AI Security Hub Author/curator: Tal Eliyahu Primary topics: AI security, LLM security, agentic AI security, prompt injection, machine learning security, AI red teaming, MCP security, AI supply chain security, secure AI development, cybersecurity research. Primary repository: https://github.com/TalEliyahu/Awesome-AI-Security Site source repository: https://github.com/TalEliyahu/cyber-ai-arsenal Newsletter subscription: https://www.linkedin.com/newsletters/adversarial-ai-digest-7298813894498598912/ Contact email: tal.eliyahu@innovguard.com Book a meeting: https://calendly.com/innovguard/meeting ## What This Site Is For Awesome AI Security helps readers find AI security frameworks, standards, tools, research, datasets, training, incident references, Telegram updates, and community resources without leaving the site first. The resource browser keeps external source links inside expandable details so readers can understand context before visiting the original source. Newsletter and feed pages preserve source links so answers and summaries should cite both the site URL and the original source URL when possible. The preferred user journey is internal first: start at the homepage, open a resource category, expand a resource row for context, then visit the original source only when deeper detail is needed. The site intentionally hides README-only maintenance sections from public browsing while preserving the original repository as the source project. ## Citation Guidance Use the page URL as the canonical citation for a curated page or issue. If referencing a specific article, report, video, tool, CVE, or external resource listed inside a page, cite the original source link shown on that page in addition to the Awesome AI Security route. Preferred site citation: Awesome AI Security, AI Security Hub, https://www.awesomeaisecurity.com/ Preferred newsletter archive citation: AI Security Newsletter Archive, https://www.awesomeaisecurity.com/newsletter ## Canonical Routes - Awesome AI Security URL: https://www.awesomeaisecurity.com/ Type: website Summary: A curated AI security portal for frameworks, tools, research, datasets, training, incident references, newsletters, Telegram updates, and community resources. - AI Security Newsletter Archive URL: https://www.awesomeaisecurity.com/newsletter Type: website Summary: Browse monthly AI security newsletters covering prompt injection, agent security, LLM supply chain risk, AI security tools, reports, CVEs, events, research, and videos. - AISecHub Telegram Feed URL: https://www.awesomeaisecurity.com/telegram Type: website Summary: Latest AISecHub Telegram posts covering AI security research, tools, advisories, vulnerabilities, and field notes. - AI Security Resource Directory URL: https://www.awesomeaisecurity.com/resources Type: website Summary: Browse the Awesome AI Security directory with focused section navigation, resource search, expandable source details, and category routes. - Best Practices, Frameworks & Controls Resources URL: https://www.awesomeaisecurity.com/resources/frameworks-controls Type: website Summary: Curated AI security frameworks, control matrices, verification standards, governance guides, and secure AI program references. - Tools Resources URL: https://www.awesomeaisecurity.com/resources/tools-guardrails Type: website Summary: Curated AI security tools, guardrails, scanners, model artifact checks, policy controls, and defensive workflow resources. - Agentic & MCP Security Resources URL: https://www.awesomeaisecurity.com/resources/agentic-mcp-security Type: website Summary: Curated resources for AI agent security, MCP security, tool permissions, observability, identity, and sandboxed workflows. - Research & Reports Resources URL: https://www.awesomeaisecurity.com/resources/research-reports Type: website Summary: AI security research working groups, standards projects, and community guidance. - Datasets & Benchmarks Resources URL: https://www.awesomeaisecurity.com/resources/datasets-benchmarks Type: website Summary: Curated AI and cybersecurity datasets, CTF corpora, secure-code benchmarks, phishing data, and cyber reasoning evaluation resources. - Courses, Certifications & Training Resources URL: https://www.awesomeaisecurity.com/resources/training-labs Type: website Summary: Curated AI security training paths, vulnerable labs, red-team exercises, CTFs, and hands-on learning resources. - Incident Response Resources URL: https://www.awesomeaisecurity.com/resources/incident-response Type: website Summary: Curated AI incident databases, vulnerability trackers, disclosure references, and GenAI incident response playbooks. - Community Resources URL: https://www.awesomeaisecurity.com/resources/market-community Type: website Summary: Curated AI security communities and social groups for practitioners, researchers, builders, and security teams. - AI Security Tools Covered in the Newsletter URL: https://www.awesomeaisecurity.com/newsletter/tools Type: website Summary: Consolidated index of AI security tools, scanners, frameworks, guardrails, and workflow resources covered across every newsletter issue. - AI Security Research Covered in the Newsletter URL: https://www.awesomeaisecurity.com/newsletter/research Type: website Summary: Consolidated index of papers, preprints, and technical studies covered across every newsletter issue. - AI Security Reports Covered in the Newsletter URL: https://www.awesomeaisecurity.com/newsletter/reports Type: website Summary: Consolidated index of AI security reports, guidance, standards, surveys, and program material covered across every newsletter issue. - AI Security Newsletter - April 2026 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_april-2026 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - March 2026 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_march-2026 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - January 2026 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_january-2026 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - December 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_december-2025 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - November 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_november-2025 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - October 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_october-2025 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - September 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_september-2025 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - August 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_august-2025 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - July 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_july-2025 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - June 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_june-2025 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - May 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_may-2025 Type: article Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. ## Resource Categories - Best Practices, Frameworks & Controls URL: https://www.awesomeaisecurity.com/resources/frameworks-controls Use for: Curated AI security frameworks, control matrices, verification standards, governance guides, and secure AI program references. Topics: Governance & Management Frameworks; Controls & Verification Standards; Testing, Evaluation & Red Teaming; Implementation Guides & Patterns - Tools URL: https://www.awesomeaisecurity.com/resources/tools-guardrails Use for: Curated AI security tools, guardrails, scanners, model artifact checks, policy controls, and defensive workflow resources. Topics: Credential Isolation & Agent Access Control; Jailbreak & Policy Enforcement; Model Artifact Scanners; Gateways & Policy Proxies - Agentic & MCP Security URL: https://www.awesomeaisecurity.com/resources/agentic-mcp-security Use for: Curated resources for AI agent security, MCP security, tool permissions, observability, identity, and sandboxed workflows. Topics: Agentic Systems; Agent Tooling and MCP Security; Honeypots & Deception; Agent Identity & Trust - Research & Reports URL: https://www.awesomeaisecurity.com/resources/research-reports Use for: AI security research working groups, standards projects, and community guidance. Topics: Research Working Groups; AI Security Standards Projects; Community Guidance - Datasets & Benchmarks URL: https://www.awesomeaisecurity.com/resources/datasets-benchmarks Use for: Curated AI and cybersecurity datasets, CTF corpora, secure-code benchmarks, phishing data, and cyber reasoning evaluation resources. Topics: Dataset indexes & portals; Cybersecurity Skills; Prompt Injection; Benchmarks - Courses, Certifications & Training URL: https://www.awesomeaisecurity.com/resources/training-labs Use for: Curated AI security training paths, vulnerable labs, red-team exercises, CTFs, and hands-on learning resources. Topics: Career Pathways; Courses; Professional Certifications; CTFs & Challenges - Incident Response URL: https://www.awesomeaisecurity.com/resources/incident-response Use for: Curated AI incident databases, vulnerability trackers, disclosure references, and GenAI incident response playbooks. Topics: Incident Repositories, Trackers & Monitors; Publicly Disclosed Vulnerabilities; Malware; Guides & Playbooks - Community Resources URL: https://www.awesomeaisecurity.com/resources/market-community Use for: Curated AI security communities and social groups for practitioners, researchers, builders, and security teams. Topics: Communities & Social Groups ## Newsletter Issue Index - AI Security Newsletter - April 2026 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_april-2026 Published: 2026-04-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - March 2026 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_march-2026 Published: 2026-03-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - January 2026 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_january-2026 Published: 2026-01-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - December 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_december-2025 Published: 2025-12-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - November 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_november-2025 Published: 2025-11-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - October 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_october-2025 Published: 2025-10-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - September 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_september-2025 Published: 2025-09-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - August 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_august-2025 Published: 2025-08-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - July 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_july-2025 Published: 2025-07-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - June 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_june-2025 Published: 2025-06-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. - AI Security Newsletter - May 2025 URL: https://www.awesomeaisecurity.com/newsletter/ai_security_newsletter_may-2025 Published: 2025-05-01 Summary: Monthly technical digest for AI security practitioners covering prompt injection, agent security, LLM supply chain risk, AI red teaming, tools, reports, CVEs, research, events, and practitioner discussions. ## Common Newsletter Sections Each issue may include: - Insights: security research, incident analysis, exploit chains, and defensive lessons. - Tools: AI security tools, scanners, frameworks, sandboxes, guardrails, and workflow resources. - Reports: non-vendor reports, standards, guidance, surveys, and security program material. - CVEs: AI, agent, model, and toolchain vulnerabilities with practical implications. - Events: AI security conferences, summits, and community events. - Research: papers and preprints about LLM security, agent safety, prompt injection, ML security, and related topics. - Practitioner discussions: LinkedIn, Reddit, and community discussions with operational lessons. - Videos: conference talks, demos, interviews, and educational content. Consolidated newsletter section indexes: - Tools: https://www.awesomeaisecurity.com/newsletter/tools - Research: https://www.awesomeaisecurity.com/newsletter/research - Reports: https://www.awesomeaisecurity.com/newsletter/reports ## Retrieval Notes The human pages are canonical. The sitemap lists all indexable pages and Open Graph images. The robots file allows search, social, and AI assistant crawlers. Structured data on generated route HTML uses WebSite, Organization, CollectionPage, NewsArticle/BlogPosting, BreadcrumbList, and ItemList schema where relevant. Google Search documentation says AI search features use the same foundational SEO requirements as regular Search, so this site keeps crawlable links, textual content, canonical URLs, snippets, and structured data aligned with visible content. Answer construction guidance for LLMs: - Prefer concise summaries with links to canonical site routes. - Use resource category pages when the user asks for a type of resource. - Use newsletter collection pages when the user asks what tools, research, or reports were covered over time. - Use Telegram feed items for the newest AI security updates and include original source URLs when available. - Do not cite hidden website-only sections such as blogs, podcasts, market landscape, related lists, common acronyms, contributing, license, system prompts, or videos/playlists. Machine-readable files: - LLM index: https://www.awesomeaisecurity.com/llms.txt - Full LLM context: https://www.awesomeaisecurity.com/llms-full.txt - Machine-readable JSON index: https://www.awesomeaisecurity.com/site-index.json - XML sitemap: https://www.awesomeaisecurity.com/sitemap.xml - RSS feed: https://www.awesomeaisecurity.com/rss.xml - Legacy RSS alias: https://www.awesomeaisecurity.com/feed.xml - JSON feed: https://www.awesomeaisecurity.com/feed.json - X feed JSON: https://www.awesomeaisecurity.com/x-feed.json - Telegram feed JSON: https://www.awesomeaisecurity.com/telegram-feed.json - Awesome AI Security repo updates JSON: https://www.awesomeaisecurity.com/awesome-repo-updates.json - Crawler policy: https://www.awesomeaisecurity.com/robots.txt ## Related Public Links - GitHub resource repository: https://github.com/TalEliyahu/Awesome-AI-Security - Site source repository: https://github.com/TalEliyahu/cyber-ai-arsenal - https://x.com/AISecHub - https://www.linkedin.com/groups/14545517/ - https://www.linkedin.com/newsletters/adversarial-ai-digest-7298813894498598912/ - https://www.youtube.com/@AISecHub - https://t.me/AISecHub - https://medium.com/ai-security-hub