AI Has a Security Measurement Problem | Gary McGraw

AI Has a Security Measurement Problem | Gary McGraw

From Decipher Security Podcast by Decipher

May 13, 2026 · 38 min

About this episode

Gary McGraw discusses AI security benchmarks and the application of software security principles to AI systems.

Few people (if any) have spent more time thinking about and working on the hard problems in security and software than Gary McGraw, and he also happens to have a PhD in cognitive science and computer science and has been studying neural nets and AI systems for 30+ years. Gary joins Dennis to talk about his team's new research into AI security benchmarks, measurement, and bringing a software security approach to LLMs and AI systems. Links BIML report : https://berryvilleiml.com/results/no-security-meter-ai.pdf

People in this episode

Host: Dennis

Guest: Gary McGraw

Topics covered

  • AI security
  • software security
  • neural networks
  • AI benchmarks
  • LLMs

Keywords

  • AI security
  • software security
  • neural networks
  • AI benchmarks
  • LLMs
  • measurement
  • cognitive science

Mentioned in this episode

Organizations: BIML

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