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Real Time Vulnerability Alerting

Talkat BSidesSF 2020 · 2020-02-23..02-24· [security, data-engineering]
links:none on file
slides:none on file

System ingests public feeds (NVD, Exploit-DB, vendor advisories, blogs, Twitter), stores records in RDS relational DB, and uses multiple AWS Lambda jobs plus a simple weighted scoring analytics lambda to rank emergent CVEs. Over two years it surfaces a tiny set of truly seismic issues (Meltdown/Spectre, BlueKeep, WhatsApp RCE, recent Windows cert bug) and consistently flags far fewer alarms than raw CVSS lists — first-month result was 4 vs 96 high CVSS items.

AI-written summary · about

  1. 0:00Intro
  2. 2:26Outline
  3. 6:40Tsunami Facts
  4. 8:08Deep Ocean Assessment and Reporting
  5. 10:06Data Analytics
  6. 10:44Can principles from Tsunami warning system applied for cyber attacks?
  7. 11:34Data Collection
  8. 15:34Technology
  9. 22:13First Month Report
  10. 24:59Vulnerability Details
  11. 25:505 days later
  12. 27:54Need for easy classification
  13. 28:55First month classification
  14. 29:33First month prioritization: CVSS vs Alerts
  15. 34:34Six month prioritization: CVSS vs Alerts
  16. 35:42One year data
  17. 36:48One year prioritization: CVSS vs Alerts
  18. 38:24All data
  19. 43:43Future work
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