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Binghui Wang

VeFIA: An Efficient Inference Auditing Framework for Vertical Federated Collaborative Software

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Jul 03, 2025
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Rectifying Privacy and Efficacy Measurements in Machine Unlearning: A New Inference Attack Perspective

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Jun 16, 2025
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GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models

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May 16, 2025
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FedTilt: Towards Multi-Level Fairness-Preserving and Robust Federated Learning

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Mar 15, 2025
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Backdoor Attacks on Discrete Graph Diffusion Models

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Mar 08, 2025
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Watermarking Graph Neural Networks via Explanations for Ownership Protection

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Jan 09, 2025
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Practicable Black-box Evasion Attacks on Link Prediction in Dynamic Graphs -- A Graph Sequential Embedding Method

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Dec 17, 2024
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Learning Robust and Privacy-Preserving Representations via Information Theory

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Dec 15, 2024
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Leveraging Local Structure for Improving Model Explanations: An Information Propagation Approach

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Sep 24, 2024
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Understanding Data Reconstruction Leakage in Federated Learning from a Theoretical Perspective

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Aug 22, 2024
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