How to Predict Which Vulnerabilities Will Be Exploited - Tudor Dumitras - USENIX Enigma Conference - 2019

How to Predict Which Vulnerabilities Will Be Exploited - Tudor Dumitras - USENIX Enigma Conference - 2019

USENIX Enigma Conference via YouTube Direct link

Time to Patch 50% of Vulnerable Hosts

13 of 18

13 of 18

Time to Patch 50% of Vulnerable Hosts

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How to Predict Which Vulnerabilities Will Be Exploited - Tudor Dumitras - USENIX Enigma Conference - 2019

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  1. 1 Intro
  2. 2 How Do You Give Security Advice?
  3. 3 To Patch or Not To Patch?
  4. 4 Can We Predict Exploits?
  5. 5 Must Validate Predictions-Exploits in the Wild
  6. 6 Machine Learning and Security Predictions
  7. 7 Prediction With Intrinsic Features
  8. 8 What Are We Predicting?
  9. 9 Intuition: CVE-2017-0144
  10. 10 Mining Twitter to predict Exploitation
  11. 11 Predicting Exploits in the Wild
  12. 12 Did We Get Lucky?
  13. 13 Time to Patch 50% of Vulnerable Hosts
  14. 14 One Vulnerability, Different Patches
  15. 15 Patching Patterns As Risk Factors
  16. 16 #3. Prediction Performance
  17. 17 What You Can Do Today
  18. 18 What You Can Do Tomorrow

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