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private_decentralized_learning
private_decentralized_learning PublicPrivacy-preserving, personalized, and peer-to-peer FL framework with differential privacy guarantees and security against malicious clients
Jupyter Notebook 5
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TeleSparseRepo
TeleSparseRepo Publicverifiable and privacy-preserving inference via sparse neural networks by ZK-SNARKs schema (halo2)
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WARP_Unlearning
WARP_Unlearning PublicWARP is a reproducible machine-unlearning privacy benchmark featuring black-box and white-box membership inference, reconstruction attacks, WARP/FastWARP neural teleportation defenses, utility eval…
Python 1
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