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SUMMARY:The Black Box Problem: Detection Engineering in the Age of AI Agen
 ts - Jared Naude
DTSTART;TZID=Africa/Johannesburg:20260725T142000
DTEND;TZID=Africa/Johannesburg:20260725T144000
DTSTAMP:20260726T032813Z
UID:pretalx-bsides-joburg-2026-WAKEAZ@pretalx.com
DESCRIPTION:Detection engineering is about more than alerts and SIEM rules
 \; it is the practice of understanding attacker behaviour and building the
  visibility needed to detect it. As AI becomes embedded into enterprise en
 vironments through agents\, copilots\, and connected ecosystems\, organisa
 tions face new identity\, data\, and supply chain risks that are difficult
  to monitor using traditional approaches. This talk explores how detection
  engineering can help illuminate these emerging threats and asks a bigger 
 question: if every breach contains valuable lessons\, why does cybersecuri
 ty still lack an effective way to share them with the wider industry?
LOCATION:Track 1
URL:https://pretalx.com/bsides-joburg-2026/talk/WAKEAZ/
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