Search Results for author: Arpit Amit Bansal

Found 2 papers, 0 papers with code

Protecting Proprietary Data: Poisoning for Secure Dataset Release

no code implementations29 Sep 2021 Liam H Fowl, Ping-Yeh Chiang, Micah Goldblum, Jonas Geiping, Arpit Amit Bansal, Wojciech Czaja, Tom Goldstein

These two behaviors can be in conflict as an organization wants to prevent competitors from using their own data to replicate the performance of their proprietary models.

Data Poisoning

Certified Watermarks for Neural Networks

no code implementations1 Jan 2021 Arpit Amit Bansal, Ping-Yeh Chiang, Michael Curry, Hossein Souri, Rama Chellappa, John P Dickerson, Rajiv Jain, Tom Goldstein

Watermarking is a commonly used strategy to protect creators' rights to digital images, videos and audio.

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