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Collaborative Work

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Federated Learning with Local Differential Privacy: Trade-Offs Between Privacy, Utility, and Communication

Submitted by grigby1 on Tue, 04/26/2022 - 11:38am

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WAFFLE: Watermarking in Federated Learning

Submitted by grigby1 on Tue, 04/26/2022 - 10:36am

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A Survey on Security and Privacy Threats to Federated Learning

Submitted by grigby1 on Mon, 04/18/2022 - 2:36pm

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Resisting Distributed Backdoor Attacks in Federated Learning: A Dynamic Norm Clipping Approach

Submitted by grigby1 on Tue, 04/12/2022 - 12:19pm

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Sybil Attacks and Defense on Differential Privacy based Federated Learning

Submitted by grigby1 on Wed, 03/23/2022 - 11:34am

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Privacy-Preserving Collaborative Learning with Automatic Transformation Search

Submitted by grigby1 on Thu, 02/24/2022 - 12:24pm

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Co-training For Image-Based Malware Classification

Submitted by aekwall on Mon, 02/07/2022 - 5:03pm

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A Quantitative Metric for Privacy Leakage in Federated Learning

Submitted by aekwall on Mon, 01/31/2022 - 4:31pm

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Exploring a Federated Learning Approach to Enhance Authorship Attribution of Misleading Information from Heterogeneous Sources

Submitted by aekwall on Tue, 01/25/2022 - 3:56pm

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EZAC: Encrypted Zero-Day Applications Classification Using CNN and K-Means

Submitted by grigby1 on Tue, 12/21/2021 - 12:37pm

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