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UID:pretalx-romhack-camp-2026-NFK7KE@cfp.romhack.io
DTSTART;TZID=CET:20261002T174000
DTEND;TZID=CET:20261002T180000
DESCRIPTION:Sometimes\, the perfectly engineered solution isn’t what you 
 need. We discuss how\, at the beginning of 2026\, we moved quickly to buil
 d a review bot that helped stem the flow of vulnerabilities entering the c
 odebase in the era of vibe coding. We’ll cover the ROI\, costs\, and pra
 ctical challenges involved\, along with lessons learned about model choice
  and how reusing existing harnesses helped us move faster.\n\nPresented at
  AI for Security event @ DEFCON34.
DTSTAMP:20260921T190812Z
LOCATION:STAGE 2 (Ghost in the Shellcode)
SUMMARY:A review bot that just works - Andrea Cappa
URL:https://cfp.romhack.io/romhack-camp-2026/talk/NFK7KE/
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UID:pretalx-romhack-camp-2026-WVKS3F@cfp.romhack.io
DTSTART;TZID=CET:20261003T151000
DTEND;TZID=CET:20261003T155000
DESCRIPTION:AI is changing both the scale and speed of cyber offense and de
 fense. In response\, more than 100 organizations across technology\, cyber
 security\, industry\, and government have called for a global surge in cyb
 er defense: better tools for defenders\, stronger protection for critical 
 infrastructure\, more useful intelligence sharing\, and faster remediation
  of vulnerabilities.\n\nThe harder question is what happens next. What sho
 uld organizations actually commit to\, and how should progress be measured
 ? Who gets access to advanced defensive AI\, and who decides what qualifie
 s as a “trusted defender”? How can vendors share intelligence and fixe
 s that defenders can use in practice? And who pays to bring these capabili
 ties to smaller hospitals\, utilities\, municipalities\, and other resourc
 e-constrained organizations?\n\nThe panel will also tackle a fundamental t
 echnical challenge: securing software and infrastructure at scale. More mo
 dels\, agents\, or compute do not automatically translate into fewer criti
 cal vulnerabilities. We will discuss what AI labs\, governments\, security
  vendors\, software producers\, and infrastructure operators each need to 
 do to turn a broad call for action into concrete\, accountable improvement
 s in cyber defense.
DTSTAMP:20260921T190812Z
LOCATION:STAGE 1 (Section 9)
SUMMARY:A call for collective action on cyber defense - Andrea Cappa\, Abde
 l Adim `smaury` Oisfi\, gdg
URL:https://cfp.romhack.io/romhack-camp-2026/talk/WVKS3F/
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