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awesomelist-ai-security is a curated, community-driven collection of resources focused on securing AI systems across their entire lifecycle — from models and data to agents, tools, pipelines, and production deployments. This list brings together research papers, frameworks, tools, standards, threat models, blogs, talks, and real-world case studies
awesomelist-ai-security is a curated, community-driven collection of resources focused on securing AI systems across their entire lifecycle — from models and data to agents, tools, pipelines, and production deployments. This list brings together research papers, frameworks, tools, standards, threat models, blogs, talks, and real-world case studies
This keeps your learning grounded.
OWASP LLM Top 10 https://owasp.org/www-project-top-10-for-large-language-model-applications/
MITRE ATLAS (Adversarial Threats to AI) https://atlas.mitre.org/
Coursera – Generative AI for Cybersecurity https://www.coursera.org/learn/generative-ai-boost-your-cybersecurity-career
Practical DevSecOps – AI Security Roles & Skills https://www.practical-devsecops.com/emerging-ai-security-roles/
Palo Alto Networks – What is Generative AI Security https://www.paloaltonetworks.com/cyberpedia/what-is-generative-ai-security
IBM – Securing Generative AI Platforms https://www.ibm.com/think/insights/securing-generative-ai-platforms-leveraging-ai-cybersecurity
Snyk - AI Security - https://snyk.io/articles/ai-security/
LLM Security: https://llmsecurity.net/
Safeguarding LLm with llm-guard: https://medium.com/@dataenthusiast.io/language-models-at-risk-safeguarding-ai-with-llm-guard-11a3e7923af5
NIST AI RMF Playbook: https://airc.nist.gov/AI_RMF_Knowledge_Base/Playbook
The foundation of AI Security by AttackIQ: https://www.academy.attackiq.com/courses/foundations-of-ai-security
** Books **