~/talk

Keynote - Hacking AI How to Survive the AI Uprising

Talkat Devnexus 2026 · 2026-03-04..03-06· [security, machine-learning]
slides:none on file

Walks through concrete attacks and defenses: jailbreaks like copyable DAN prompts and a greedy coordinate gradient exploit that is reported 100% effective against a local model, and a universal black box jailbreaking method with ~85–97% success without model access. Demonstrations include Trojan resume tricks, image perturbation that flips classifier labels, Glaze/Nightshade for poisoning training images, model inversion and Fox face morphing, a three‑sticker Tesla lane hijack, dolphin (ultrasonic) voice injections, and the need for MCP audits and rollback wrappers.

AI-written summary · about

  1. 0:00Introduction to AI hacking
  2. 3:12The history of naive tech
  3. 6:21Hacking AI text
  4. 12:47Poisoning AI data
  5. 14:54Audio and vision vulnerabilities
  6. 20:36Advanced AI vision attacks
  7. 29:00Security and future mindset
  8. 34:36The human advantage
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