Search Results for author: Harrison Foley

Found 2 papers, 0 papers with code

Execute Order 66: Targeted Data Poisoning for Reinforcement Learning

no code implementations3 Jan 2022 Harrison Foley, Liam Fowl, Tom Goldstein, Gavin Taylor

Data poisoning for reinforcement learning has historically focused on general performance degradation, and targeted attacks have been successful via perturbations that involve control of the victim's policy and rewards.

Atari Games Data Poisoning +3

LowKey: Leveraging Adversarial Attacks to Protect Social Media Users from Facial Recognition

no code implementations ICLR 2021 Valeriia Cherepanova, Micah Goldblum, Harrison Foley, Shiyuan Duan, John Dickerson, Gavin Taylor, Tom Goldstein

Facial recognition systems are increasingly deployed by private corporations, government agencies, and contractors for consumer services and mass surveillance programs alike.

Face Detection Face Recognition

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