Nada-Bu

Benchmarking-Differential-Privacy-and-FederatedLearning-for-Healthcare-Data

IntrusionDetectionSystem

Autoencoder based intrusion detection system trained and tested with the CICIDS2017 data set.

pailliercryptolib_python

Intel Paillier Cryptosystem Library is an open-source library which provides accelerated performance of a partial homomorphic encryption (HE), named Paillier cryptosystem, by utilizing Intel® IPP-Crypto technologies on Intel CPUs supporting the AVX512IFMA instructions. The library is written in modern standard C++ and provides the essential API for the Paillier cryptosystem scheme. Intel Paillier Cryptosystem Library - Python is a Python extension package intended for Python based privacy preserving machine learning solutions which utilizes the partial HE scheme for increased data and model protection.

keras-attention

Keras Attention Layer (Luong and Bahdanau scores).

keras-hypetune

A friendly python package for Keras Hyperparameters Tuning based only on NumPy and hyperopt.

tf-keras-progressive-gan

An implementation of progressive growing of GANs (ProGAN) with Keras and TensorFlow

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.

Real-ESRGAN

Real-ESRGAN aims at developing Practical Algorithms for General Image Restoration.

CrypTen

A framework for Privacy Preserving Machine Learning

graphene

Graphene / Graphene-SGX - a library OS for Linux multi-process applications, with Intel SGX support

ray

A fast and simple framework for building and running distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.