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SamuelGong/README.md

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  1. grad_attacks grad_attacks Public

    Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.

    Python 7 2

  2. Lotto Lotto Public

    [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning

    Python 13 1

  3. Dordis Dordis Public

    [ACM EuroSys'24] Dordis: Efficient Federated Learning with Dropout-Resilient Differential Privacy

    Python 19 1

  4. Pisces Pisces Public

    [ACM SoCC'22] Pisces: Efficient Federated Learning via Guided Asynchronous Training

    Python 10 1

  5. federated-learning-system-literature federated-learning-system-literature Public

    [IEEE TBD'22] Towards Efficient Synchronous Federated Training: A Survey on System Optimization Strategies

    7

  6. FLASHE FLASHE Public

    [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning

    Python 18 6