Pinned

1. grad_attacks grad_attacks Public

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

   Python 4

2. Lotto Lotto Public

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

   Python 7

3. Dordis Dordis Public

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

   Python 10

4. Pisces Pisces Public

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

   Python 9 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

   6

6. FLASHE FLASHE Public

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

   Python 16 6