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UID:pretalx-bsidescharm2026-XT8ZB9@pretalx.com
DTSTART;TZID=EST:20260426T123000
DTEND;TZID=EST:20260426T125000
DESCRIPTION:In this talk\, we will discuss how AI is revolutionizing the cr
 itical activity of threat modeling.\nThreat modeling helps organizations i
 dentify\, prioritize\, and mitigate risks before they are exploited. Tradi
 tionally\, it has been a manual\, expertise-driven process\, which can be 
 slow and prone to human blind spots. Artificial intelligence is now transf
 orming threat modeling by automating data analysis\, generating attack sce
 narios\, and continuously updating risk assessments as environments evolve
 . We will discuss a sample threat modeling scenario and different AI tools
  like ChatGPT and Gemini we can use to create a threat model. \nWe will go
  over some of the pitfalls in using AI for automated analysis. Attendees w
 ill hear about AI hallucinations\, context windows\, non-determinism and h
 ow those affect threat modeling and risk analysis output. We will go over 
 some techniques of improving the accuracy of AI threat modeling using grou
 nded data\, feedback loops and targeted prompts.
DTSTAMP:20260417T061135Z
LOCATION:Track 2
SUMMARY:Using AI in Threat Modeling - Sweta Deivanayagam
URL:https://pretalx.com/bsidescharm2026/talk/XT8ZB9/
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