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FedTiny: Pruned Federated Learning Towards Specialized Tiny Models


Dec 05, 2022
Hong Huang, Lan Zhang, Chaoyue Sun, Ruogu Fang, Xiaoyong Yuan, Dapeng Wu

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Federated Semi-Supervised Domain Adaptation via Knowledge Transfer


Jul 25, 2022
Madhureeta Das, Xianhao Chen, Xiaoyong Yuan, Lan Zhang

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* 8 pages, 5 figures 

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Pay "Attention" to Adverse Weather: Weather-aware Attention-based Object Detection


Apr 22, 2022
Saket S. Chaturvedi, Lan Zhang, Xiaoyong Yuan

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* This paper is accepted at IEEE International Conference on Pattern Recognition (ICPR), 2022 

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Membership Inference Attacks and Defenses in Neural Network Pruning


Feb 07, 2022
Xiaoyong Yuan, Lan Zhang

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* This paper has been conditionally accepted to USENIX Security Symposium 2022. This is an extended version 

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FedZKT: Zero-Shot Knowledge Transfer towards Heterogeneous On-Device Models in Federated Learning


Sep 08, 2021
Lan Zhang, Xiaoyong Yuan

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* 13 pages 

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A Vertical Federated Learning Framework for Horizontally Partitioned Labels


Jun 18, 2021
Wensheng Xia, Ying Li, Lan Zhang, Zhonghai Wu, Xiaoyong Yuan

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* 10 pages, 6 figures 

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ES Attack: Model Stealing against Deep Neural Networks without Data Hurdles


Sep 21, 2020
Xiaoyong Yuan, Lei Ding, Lan Zhang, Xiaolin Li, Dapeng Wu

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Connecting Web Event Forecasting with Anomaly Detection: A Case Study on Enterprise Web Applications Using Self-Supervised Neural Networks


Sep 07, 2020
Xiaoyong Yuan, Lei Ding, Malek Ben Salem, Xiaolin Li, Dapeng Wu

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* accepted at EAI SecureComm 2020 

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