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SECSEC-002 — Data Poisoning Attack Risks

Anonymous AI Actors Accumulating Resources Beyond Regulatory Oversight

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

Executive Summary

AI systems or actors operating anonymously can accumulate significant financial and computational resources without triggering regulatory identification requirements. This creates material blind spots for the SEC and financial regulators attempting to attribute risk, enforce accountability, or detect market manipulation.

Domain

Security & Privacy

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

Source

MIT AI Risk Repository — Advancing AI Governance: A Literature Review of Problems, Options, and Proposals (Maas2023) ↗

https://airisk.mit.edu/

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