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Huaiyu Dai

GSBA$^K$: $top$-$K$ Geometric Score-based Black-box Attack

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Mar 18, 2025
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GSBAK$^K$: $top$-$K$ Geometric Score-based Black-box Attack

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Mar 17, 2025
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Towards Seamless Hierarchical Federated Learning under Intermittent Client Participation: A Stagewise Decision-Making Methodology

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Feb 13, 2025
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HEART: Achieving Timely Multi-Model Training for Vehicle-Edge-Cloud-Integrated Hierarchical Federated Learning

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Jan 17, 2025
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Federated Learning Nodes Can Reconstruct Peers' Image Data

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Oct 07, 2024
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NTK-DFL: Enhancing Decentralized Federated Learning in Heterogeneous Settings via Neural Tangent Kernel

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Oct 02, 2024
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Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data

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Aug 11, 2024
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TernaryVote: Differentially Private, Communication Efficient, and Byzantine Resilient Distributed Optimization on Heterogeneous Data

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Feb 16, 2024
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AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices

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Dec 18, 2023
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Individualized Deepfake Detection Exploiting Traces Due to Double Neural-Network Operations

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Dec 13, 2023
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