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Phung Lai

A Client-level Assessment of Collaborative Backdoor Poisoning in Non-IID Federated Learning

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Apr 21, 2025
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FedX: Adaptive Model Decomposition and Quantization for IoT Federated Learning

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Apr 19, 2025
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XSub: Explanation-Driven Adversarial Attack against Blackbox Classifiers via Feature Substitution

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Sep 13, 2024
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Active Membership Inference Attack under Local Differential Privacy in Federated Learning

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Feb 24, 2023
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XRand: Differentially Private Defense against Explanation-Guided Attacks

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Dec 14, 2022
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Heterogeneous Randomized Response for Differential Privacy in Graph Neural Networks

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Nov 10, 2022
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User-Entity Differential Privacy in Learning Natural Language Models

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Nov 09, 2022
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Lifelong DP: Consistently Bounded Differential Privacy in Lifelong Machine Learning

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Jul 26, 2022
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Model Transferring Attacks to Backdoor HyperNetwork in Personalized Federated Learning

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Jan 19, 2022
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Continual Learning with Differential Privacy

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Oct 11, 2021
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