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Adversarial Examples Make Strong Poisons


Jun 21, 2021
Liam Fowl, Micah Goldblum, Ping-yeh Chiang, Jonas Geiping, Wojtek Czaja, Tom Goldstein


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Preventing Unauthorized Use of Proprietary Data: Poisoning for Secure Dataset Release


Mar 05, 2021
Liam Fowl, Ping-yeh Chiang, Micah Goldblum, Jonas Geiping, Arpit Bansal, Wojtek Czaja, Tom Goldstein


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ProportionNet: Balancing Fairness and Revenue for Auction Design with Deep Learning


Oct 13, 2020
Kevin Kuo, Anthony Ostuni, Elizabeth Horishny, Michael J. Curry, Samuel Dooley, Ping-yeh Chiang, Tom Goldstein, John P. Dickerson


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WrapNet: Neural Net Inference with Ultra-Low-Resolution Arithmetic


Jul 26, 2020
Renkun Ni, Hong-min Chu, Oscar Castañeda, Ping-yeh Chiang, Christoph Studer, Tom Goldstein


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Detection as Regression: Certified Object Detection by Median Smoothing


Jul 07, 2020
Ping-yeh Chiang, Michael J. Curry, Ahmed Abdelkader, Aounon Kumar, John Dickerson, Tom Goldstein


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Improving the Tightness of Convex Relaxation Bounds for Training Certifiably Robust Classifiers


Feb 22, 2020
Chen Zhu, Renkun Ni, Ping-yeh Chiang, Hengduo Li, Furong Huang, Tom Goldstein


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