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SECSEC-001 — Model Security Vulnerabilities

AI-Generated Impersonation Enables Identity Theft via Generative Models

4/5Sector: OtherGeography: GlobalStage: OperateIngested: —

Executive Summary

Generative AI enables convincing digital impersonation, creating scalable identity theft vectors that existing fraud controls were not designed to detect. Boards face material exposure as regulatory scrutiny of AI-enabled deception intensifies across financial services.

Domain

Security & Privacy

Blindspots in model security, data poisoning, privacy leakage, infrastructure, model theft, and incident response.

Source

MIT AI Risk Repository — GenAI against humanity: nefarious applications of generative artificial intelligence and large language models (Ferrara2023) ↗

https://airisk.mit.edu/

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