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Kevin S. Chan

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Federated Learning with Flexible Control

Dec 16, 2022
Shiqiang Wang, Jake Perazzone, Mingyue Ji, Kevin S. Chan

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Joint Coreset Construction and Quantization for Distributed Machine Learning

Apr 13, 2022
Hanlin Lu, Changchang Liu, Shiqiang Wang, Ting He, Vijay Narayanan, Kevin S. Chan, Stephen Pasteris

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Communication-efficient k-Means for Edge-based Machine Learning

Feb 08, 2021
Hanlin Lu, Ting He, Shiqiang Wang, Changchang Liu, Mehrdad Mahdavi, Vijaykrishnan Narayanan, Kevin S. Chan, Stephen Pasteris

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Sharing Models or Coresets: A Study based on Membership Inference Attack

Jul 06, 2020
Hanlin Lu, Changchang Liu, Ting He, Shiqiang Wang, Kevin S. Chan

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A4 : Evading Learning-based Adblockers

Jan 29, 2020
Shitong Zhu, Zhongjie Wang, Xun Chen, Shasha Li, Umar Iqbal, Zhiyun Qian, Kevin S. Chan, Srikanth V. Krishnamurthy, Zubair Shafiq

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Learning and Planning in Feature Deception Games

May 13, 2019
Zheyuan Ryan Shi, Ariel D. Procaccia, Kevin S. Chan, Sridhar Venkatesan, Noam Ben-Asher, Nandi O. Leslie, Charles Kamhoua, Fei Fang

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