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1. private_decentralized_learning private_decentralized_learning Public

   Privacy-preserving, personalized, and peer-to-peer FL framework with differential privacy guarantees and security against malicious clients

   Jupyter Notebook 4

2. TeleSparseRepo TeleSparseRepo Public

   verifiable and privacy-preserving inference via sparse neural networks by ZK-SNARKs schema (halo2)

   Jupyter Notebook 4 1

3. WARP_Unlearning WARP_Unlearning Public

   WARP (ICLR 2025) is a plug-and-play defense for approximate machine unlearning that reduces privacy leakage from model updates. It includes unlearning-specific membership inference and reconstructi…

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