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How To Backdoor Federated Learning.
Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov: How To Backdoor Federated Learning. CoRR abs/1807.00459 (2018)
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OpenRec: A Modular Framework for Extensible and Adaptable Recommendation...
Longqi Yang, Eugene Bagdasaryan, Joshua Gruenstein, Cheng-Kang Hsieh, Deborah Estrin: OpenRec: A Modular Framework for Extensible and Adaptable Recommendation Algorithms. WSDM 2018: 664-672
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Modularizing deep neural network-inspired recommendation algorithms.
Longqi Yang, Eugene Bagdasaryan, Hongyi Wen: Modularizing deep neural network-inspired recommendation algorithms. RecSys 2018: 533-534
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Differential Privacy Has Disparate Impact on Model Accuracy.
Eugene Bagdasaryan, Vitaly Shmatikov: Differential Privacy Has Disparate Impact on Model Accuracy. CoRR abs/1905.12101 (2019)
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Ancile: Enhancing Privacy for Ubiquitous Computing with Use-Based Privacy.
Eugene Bagdasaryan, Griffin Berlstein, Jason Waterman, Eleanor Birrell, Nate Foster, Fred B. Schneider, Deborah Estrin: Ancile: Enhancing Privacy for Ubiquitous Computing with Use-Based Privacy....
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Differential Privacy Has Disparate Impact on Model Accuracy.
Eugene Bagdasaryan, Omid Poursaeed, Vitaly Shmatikov: Differential Privacy Has Disparate Impact on Model Accuracy. NeurIPS 2019: 15453-15462
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X-Containers: Breaking Down Barriers to Improve Performance and Isolation of...
Zhiming Shen, Zhen Sun, Gur-Eyal Sela, Eugene Bagdasaryan, Christina Delimitrou, Robbert van Renesse, Hakim Weatherspoon: X-Containers: Breaking Down Barriers to Improve Performance and Isolation of...
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Blind Backdoors in Deep Learning Models.
Eugene Bagdasaryan, Vitaly Shmatikov: Blind Backdoors in Deep Learning Models. CoRR abs/2005.03823 (2020)
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Decentralized Policy-Based Private Analytics.
Kleomenis Katevas, Eugene Bagdasaryan, Jason Waterman, Mohamad Mounir Safadieh, Hamed Haddadi, Deborah Estrin: Decentralized Policy-Based Private Analytics. CoRR abs/2003.06612 (2020)
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Salvaging Federated Learning by Local Adaptation.
Tao Yu, Eugene Bagdasaryan, Vitaly Shmatikov: Salvaging Federated Learning by Local Adaptation. CoRR abs/2002.04758 (2020)
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How To Backdoor Federated Learning.
Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov: How To Backdoor Federated Learning. AISTATS 2020: 2938-2948
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Spinning Language Models for Propaganda-As-A-Service.
Eugene Bagdasaryan, Vitaly Shmatikov: Spinning Language Models for Propaganda-As-A-Service. CoRR abs/2112.05224 (2021)
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Towards Sparse Federated Analytics: Location Heatmaps under Distributed...
Eugene Bagdasaryan, Peter Kairouz, Stefan Mellem, Adrià Gascón, Kallista A. Bonawitz, Deborah Estrin, Marco Gruteser: Towards Sparse Federated Analytics: Location Heatmaps under Distributed...
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Blind Backdoors in Deep Learning Models.
Eugene Bagdasaryan, Vitaly Shmatikov: Blind Backdoors in Deep Learning Models. USENIX Security Symposium 2021: 1505-1521
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Training a Tokenizer for Free with Private Federated Learning.
Eugene Bagdasaryan, Congzheng Song, Rogier C. van Dalen, Matt Seigel, Áine Cahill: Training a Tokenizer for Free with Private Federated Learning. CoRR abs/2203.09943 (2022)
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Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures.
Eugene Bagdasaryan, Vitaly Shmatikov: Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures. SP 2022: 769-786
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Towards Sparse Federated Analytics: Location Heatmaps under Distributed...
Eugene Bagdasaryan, Peter Kairouz, Stefan Mellem, Adrià Gascón, Kallista A. Bonawitz, Deborah Estrin, Marco Gruteser: Towards Sparse Federated Analytics: Location Heatmaps under Distributed...
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Synthesizing Physical Backdoor Datasets: An Automated Framework Leveraging...
Sze Jue Yang, Chinh D. La, Quang H. Nguyen, Eugene Bagdasaryan, Kok-Seng Wong, Anh Tuan Tran, Chee Seng Chan, Khoa D. Doan: Synthesizing Physical Backdoor Datasets: An Automated Framework Leveraging...
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Ceci n'est pas une pomme: Adversarial Illusions in Multi-Modal Embeddings.
Eugene Bagdasaryan, Vitaly Shmatikov: Ceci n'est pas une pomme: Adversarial Illusions in Multi-Modal Embeddings. CoRR abs/2308.11804 (2023)
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(Ab)using Images and Sounds for Indirect Instruction Injection in Multi-Modal...
Eugene Bagdasaryan, Tsung-Yin Hsieh, Ben Nassi, Vitaly Shmatikov: (Ab)using Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs. CoRR abs/2307.10490 (2023)
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Hyperparameter Search Is All You Need For Training-Agnostic Backdoor Robustness.
Eugene Bagdasaryan, Vitaly Shmatikov: Hyperparameter Search Is All You Need For Training-Agnostic Backdoor Robustness. CoRR abs/2302.04977 (2023)
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