Search Results for author: Oam Patel

Found 4 papers, 4 papers with code

Defending Against Unforeseen Failure Modes with Latent Adversarial Training

2 code implementations8 Mar 2024 Stephen Casper, Lennart Schulze, Oam Patel, Dylan Hadfield-Menell

In this work, we utilize latent adversarial training (LAT) to defend against vulnerabilities without leveraging knowledge of what they are or using inputs that elicit them.

Image Classification text-classification +2

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