After this lesson, you will be able to: Know the AI security tool landscape and plan a learning path.
AI security is a fast-evolving field. This lesson maps the tools, the certs (early days), the communities (DEFCON AI Village), and the path forward.
Defense AI: Darktrace, Microsoft Defender XDR/Copilot, CrowdStrike Charlotte. AppSec AI: Snyk, Checkmarx, GitHub Advanced Security. AI security testing: Garak, PyRIT (Microsoft), Promptfoo, DeepTeam. Governance: NIST AI RMF, OWASP LLM Top 10, MITRE ATLAS.
AI security is a senior specialty, most successful folks come from either AI/ML OR security and bridge. Start by going deep on one side, broad on the other.
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