PAWS Research Group @PSU

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1. CrypTorch CrypTorch Public

   CrypTorch is an MPC-based ML framework built on top of PyTorch, developed and maintained by the PAWS lab at Penn State.

   Python 6 1

2. FIL_instance_encoding FIL_instance_encoding Public

   Repo for NeurIPS '23 paper "Bounding the Invertibility of Privacy-Preserving Instance Encoding Using Fisher Information"

   Python 4 1

3. FEDORA-OramSim FEDORA-OramSim Public

   ORAM Simulator written in C++ for FEDORA.

   C++ 1

4. HummingBird HummingBird Public

   Repo for MLSys '24 paper "Accelerating ReLU for MPC-Based Private Inference with a Communication-Efficient Sign Estimation"

   Python 1

5. FEDORA-FLSim FEDORA-FLSim Public

   Modifed RF^2 federated learning simulator for evualuating accuracy and efficency of FEDORA.

   Python 1