Shanshan Han | DeepAI

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Featured Co-authors

Kai Zhang
131 publications
Lichao Sun
67 publications
Hongzhi Wang
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Salman Avestimehr
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Xiaoyang Wang
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Jianzhong Li
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Carlee Joe-Wong
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Chaoyang He
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Baturalp Buyukates
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Yuhui Zhang
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Chulin Xie
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∙ 07/05/2023

Privacy-Preserving Federated Heavy Hitter Analytics for Non-IID Data

Federated heavy-hitter analytics involves the identification of the most...

0 Jiaqi Shao, et al. ∙

∙ 06/08/2023

FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs

This paper introduces FedMLSecurity, a benchmark that simulates adversar...

7 Shanshan Han, et al. ∙

∙ 03/20/2023

FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System

Federated Learning (FL) enables machine learning model training on distr...

2 Weizhao Jin, et al. ∙

∙ 02/27/2023

Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain

We consider a project (model) owner that would like to train a model by ...

11 Baturalp Buyukates, et al. ∙

∙ 11/06/2017

An Iterative Scheme for Leverage-based Approximate Aggregation

Currently data explosion poses great challenges to approximate aggregati...

0 Shanshan Han, et al. ∙

∙ 10/26/2017

Optimal Scheduling of Friendly Jammers for Securing Wireless Communication

Wireless communication systems, such as wireless sensor networks and RFI...

0 Jialin Wan, et al. ∙

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