~/talk

Perimeter-less: Engineering the future of Defense

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Claims that the castle‑and‑moat perimeter is dead and defences must be built into products and platforms, with three concrete model types offered: threat models, choice models, and behavioral/analytic models. Examples include redesigning a browser malware warning (improves safe clicks from 72% to 93%), real‑time fraud decisioning using feature engineering and logistic regression, a feedback loop that learns from labeled good and bad events, a cautionary lesson where a model trained on its own outputs “ate its tail,” and enforcement hooks that change UX in milliseconds.

AI-written summary · about

  1. 0:00Intro
  2. 0:46Thank you
  3. 2:25Allisons background
  4. 6:31David and Goliath
  5. 17:59Attack Defend
  6. 20:26Choice Models
  7. 21:01Example
  8. 23:18Happy Paths
  9. 24:49Analytics
  10. 26:27Statistics
  11. 28:53Fraud
  12. 30:31Useful Signals
  13. 38:47Enforcement
  14. 42:50Takeaways
  15. 44:15Questions
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