~/talk

Code Security Reinvented Navigating the era of AI

slides:none on file

Six practical ways to use AI for security with 14 Copilot demos and concrete outcomes: use AI to propose fixes rather than rely on it for detection, combine deterministic scanners with AI-suggested patches, and run supply‑chain checks via a multi‑file prompt set. Demoed nondeterminism and hallucinations in issue detection, showed fixed 600 vulnerabilities in two weeks (fix rate from 50% to 100%) via Copilot autofix, flagged MCP server concerns (Kodasi, GitHub), and published a playground repo (gh.iose io/secure codegame).

AI-written summary · about

  1. 0:00Introduction to AI security
  2. 0:26AI for safer code writing
  3. 3:40Detection vs fixing problems
  4. 6:52MCP protocol explained
  5. 9:39Supply chain security decisions
  6. 12:50Security guidance for projects
  7. 14:59AI for fuzzing automation
  8. 16:43Fixing security issues with autofix
  9. 20:40Summary and resources
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