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Spinning Language Models for Propaganda-As-A-Service


Dec 09, 2021
Eugene Bagdasaryan, Vitaly Shmatikov

* arXiv admin note: text overlap with arXiv:2107.10443 

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Spinning Sequence-to-Sequence Models with Meta-Backdoors


Jul 22, 2021
Eugene Bagdasaryan, Vitaly Shmatikov


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Adversarial Semantic Collisions


Nov 09, 2020
Congzheng Song, Alexander M. Rush, Vitaly Shmatikov


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You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion


Jul 07, 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

* Accepted at IEEE S&P 2020 

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Differential Privacy Has Disparate Impact on Model Accuracy


May 28, 2019
Eugene Bagdasaryan, Vitaly Shmatikov


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