~/talk

Catch Attackers Before They Strike with AI-powered Threat Intelligence

Talkat RSAC 2025 Conference · 2025-04-28..05-01· [security, machine-learning]
links:none on file
slides:none on file

Claims that AI-driven threat intelligence gives weeks to months head start on real exploits, using LLMs to analyze chatter and agentic AI smart honeypots to capture weapon tests. Platform evidence: passive sensors observe over five billion assets and sift millions of findings to surface the few CVEs being weaponized. Example outcome: a hospital left patches undone is ransomwared via an unpatched VPN aggregator and chained Active Directory flaws while monitoring captured the attack; survey shows 58% of organizations remain almost entirely reactive.

AI-written summary · about

  1. 0:00Intro
  2. 1:40The bad news
  3. 4:40Vulnerability management
  4. 7:07Reactive vs proactive
  5. 9:02Early warning
  6. 11:26Attack chain
  7. 13:39Smart honeypots
  8. 15:37Actionable
  9. 16:55Summary
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