SECSEC-002 — Data Poisoning Attack Risks
Capability Enhancements That Amplify AI Misalignment Risk
5/5Sector: OtherGeography: GlobalStage: DevelopIngested: —
Executive Summary
Features designed to improve AI performance in real-world settings can simultaneously worsen misalignment, turning capability gains into systemic hazards. Boards deploying advanced AI must assess whether enhancement investments inadvertently accelerate loss of human oversight and control.
Domain
Security & Privacy
Blindspots in model security, data poisoning, privacy leakage, infrastructure, model theft, and incident response.
Source
MIT AI Risk Repository — AI Alignment: A Comprehensive Survey (Ji2023) ↗https://airisk.mit.edu/
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