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Technical Tracks

TalkinPortugueseat IT Security Conference 2025 · on Thursday, 2025-10-09· [security, machine-learning]
linkedin:jtex
slides:none on file

Presents evidence of rapid enterprise AI uptake (majority of Fortune 500, ~2/3 in the US, 13% in the EU, ~50% in Portugal) and a market shift back toward closed black‑box models. Describes three concrete risks—sensitive data exfiltration, permanent data loss/service interruption, and incorrect decisions from faulty training—and gives two exploited examples (Copilot prompt‑injection leaking mailbox context; Anthropic Cloud Code unauthenticated WebSocket enabling remote code execution). Introduces the public Balwurk multidimensional risk framework that scores AI deployments by dimensions, converts scores to probability × impact mapped to organizational risk appetite, and notes the framework is live and being extended for automation and dynamic large‑model testing.

AI-written summary · about

  1. 0:00Introduction to theme
  2. 1:43AI importance and risks
  3. 8:25AI adoption risks
  4. 11:37Practical vulnerability cases
  5. 16:15Risk management framework
  6. 22:20Framework future and conclusion
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