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Focusing
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Focusing

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@PurduePAML @ZJUVAI @SysML-Reading-Group @ICLR23-BANDS @PurCL

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  1. SOFT SOFT Public

    [USENIX Security 2025] SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks

    6

  2. CENSOR CENSOR Public

    [NDSS 2025] CENSOR: Defense Against Gradient Inversion via Orthogonal Subspace Bayesian Sampling

    Python 14 4

  3. OrthogLinearBackdoor OrthogLinearBackdoor Public

    [Oakland 2024] Exploring the Orthogonality and Linearity of Backdoor Attacks

    Python 25 2

  4. FLIP FLIP Public

    [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning

    Python 56 2

  5. PurduePAML/Machine-Learning-Security-Seminar PurduePAML/Machine-Learning-Security-Seminar Public

    Machine Learning & Security Seminar @Purdue University

    25 1