F3dai / AI-Security-Resources

List of resources I've been using to learn AI with cyber security use cases.

AI-Security-Resources

List of resources I've been using to learn AI with cyber security use cases.

AI ML Basics

• Andrew NG - Youtube - Check his Stanford videos too.
• Microsoft Certified: Azure AI Fundamentals
• Google AI / ML Training

AI Security Standards, Guidance, Frameworks

• OWASP AI Security and Privacy Guide
• capAI - A Procedure for Conducting Conformity Assessment of AI Systems in Line with the EU Artificial Intelligence Act
• MITRE Atlas - Attack Framework
• enisa - AI Standardisation
• Adversarial Machine Learning: A Taxonomy and Terminology of Attacks and Mitigations
• enisa - Multilayer Framework for Good Cybersecurity Practices for AI
• Artificial Intelligence Risk Management Framework (AI RMF 1.0)
• NCSC - Guidelines for secure AI system development

Training

• Microsoft - Fundamentals of AI security
• SANS SEC595: Applied Data Science and AI/Machine Learning for Cybersecurity Professionals
• SANS AIS247: AI Security Essentials for Business Leaders
• IBM Generative AI for Cybersecurity Professionals Specialization

Reports

• Cybersecurity and AI: Enabling Security While Managing Risk
• NCSC - The near-term impact of AI on the cyber threat

Videos

• LLM Threat Modelling - AWS