Security Data Science - Getting the Fundamentals Right

Security Data Science - Getting the Fundamentals Right

BSidesLV via YouTube Direct link

Intro

1 of 12

1 of 12

Intro

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Security Data Science - Getting the Fundamentals Right

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  1. 1 Intro
  2. 2 My background
  3. 3 The very first question
  4. 4 So what should you do?
  5. 5 Metrics code
  6. 6 The security difference - antiforensics and parsing headaches
  7. 7 The zeroeth step: use Occam's Razor
  8. 8 Manage your experiments
  9. 9 Do your experiments support your conclusions?
  10. 10 Does your data support your conclusions?
  11. 11 You are getting telemetry, right?
  12. 12 The Security Difference - Adversarial model decay

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