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Saurabh Bagchi

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Benchmarking Algorithms for Federated Domain Generalization

Jul 11, 2023
Ruqi Bai, Saurabh Bagchi, David I. Inouye

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The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning

Mar 27, 2023
Joshua C. Zhao, Ahmed Roushdy Elkordy, Atul Sharma, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi

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Secure Aggregation in Federated Learning is not Private: Leaking User Data at Large Scale through Model Modification

Mar 21, 2023
Joshua C. Zhao, Atul Sharma, Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Salman Avestimehr, Saurabh Bagchi

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Anomaly Detection and Inter-Sensor Transfer Learning on Smart Manufacturing Datasets

Jun 13, 2022
Mustafa Abdallah, Byung-Gun Joung, Wo Jae Lee, Charilaos Mousoulis, John W. Sutherland, Saurabh Bagchi

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Virtuoso: Video-based Intelligence for real-time tuning on SOCs

Dec 24, 2021
Jayoung Lee, PengCheng Wang, Ran Xu, Venkat Dasari, Noah Weston, Yin Li, Saurabh Bagchi, Somali Chaterji

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TESSERACT: Gradient Flip Score to Secure Federated Learning Against Model Poisoning Attacks

Oct 19, 2021
Atul Sharma, Wei Chen, Joshua Zhao, Qiang Qiu, Somali Chaterji, Saurabh Bagchi

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Federated Action Recognition on Heterogeneous Embedded Devices

Jul 18, 2021
Pranjal Jain, Shreyas Goenka, Saurabh Bagchi, Biplab Banerjee, Somali Chaterji

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Feature Shift Detection: Localizing Which Features Have Shifted via Conditional Distribution Tests

Jul 14, 2021
Sean Kulinski, Saurabh Bagchi, David I. Inouye

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Anomaly Detection through Transfer Learning in Agriculture and Manufacturing IoT Systems

Feb 11, 2021
Mustafa Abdallah, Wo Jae Lee, Nithin Raghunathan, Charilaos Mousoulis, John W. Sutherland, Saurabh Bagchi

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Exploring Adversarial Examples via Invertible Neural Networks

Dec 24, 2020
Ruqi Bai, Saurabh Bagchi, David I. Inouye

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