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Vitaly Shmatikov

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You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion

Jul 05, 2020
Roei Schuster, Congzheng Song, Eran Tromer, Vitaly Shmatikov

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De-Anonymizing Text by Fingerprinting Language Generation

Jun 17, 2020
Zhen Sun, Roei Schuster, Vitaly Shmatikov

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Blind Backdoors in Deep Learning Models

May 08, 2020
Eugene Bagdasaryan, Vitaly Shmatikov

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Salvaging Federated Learning by Local Adaptation

Feb 12, 2020
Tao Yu, Eugene Bagdasaryan, Vitaly Shmatikov

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Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning

Jan 14, 2020
Roei Schuster, Tal Schuster, Yoav Meri, Vitaly Shmatikov

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Differential Privacy Has Disparate Impact on Model Accuracy

May 28, 2019
Eugene Bagdasaryan, Vitaly Shmatikov

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Overlearning Reveals Sensitive Attributes

May 28, 2019
Congzheng Song, Vitaly Shmatikov

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The Natural Auditor: How To Tell If Someone Used Your Words To Train Their Model

Nov 01, 2018
Congzheng Song, Vitaly Shmatikov

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Exploiting Unintended Feature Leakage in Collaborative Learning

Nov 01, 2018
Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov

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How To Backdoor Federated Learning

Oct 01, 2018
Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov

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