bobozen

bobozen's Stars

• intel/he-transformer

  nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph

  Language:C++16834

• PKU-YuanGroup/Open-Sora-Plan

  This project aim to reproduce Sora (Open AI T2V model), we wish the open source community contribute to this project.

  Language:Python10.9k973

• Qi-Pang/MPCDiff

  This repository contains the evaluation code for the NDSS 2024 paper: MPCDIFF: Testing and Repairing MPC-Hardened Deep Learning Models.

  Language:Python11

• SecretHQ/seal-cuda

  A GPU implementation of BFV/BGV/CKKS scheme, based on Microsoft SEAL.

  Language:C++87

• kvgarimella/cryptonite

  Characterizing and Optimizing End-to-End Systems for Private Inference

  Language:Python3

• chawins/llm-sp

  Papers and resources related to the security and privacy of LLMs 🤖

  Language:Python30620

• microsoft/DeepSpeed

  DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

  Language:Python33.7k4k

• alibaba-damo-academy/damo_ctl_cham

  Language:SystemVerilog205

• K-miran/HEMat

  Homomorphic matrix computation

  Language:C++3811

• Huelse/SEAL-Python

  Microsoft SEAL 4.X For Python

  Language:C++31066

• AI-Tech-Research-Lab/PyCrCNN

  Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption

  Language:Python656

• primihub/primihub

  Privacy-Preserving Computing Platform 由密码学专家团队打造的开源隐私计算平台，支持多方安全计算、联邦学习、隐私求交、匿踪查询等。

  Language:C++1.2k163

• facebookresearch/CrypTen

  A framework for Privacy Preserving Machine Learning

  Language:Python1.5k273

• shashankballa/HELiKs

  Language:C++5

• zghodsi/Gazelle

  Language:C++71

• zyxxmu/White-Box

  Pytorch implementation of our paper accepted by IEEE TNNLS, 2022 — Carrying out CNN Channel Pruning in a White Box

  Language:Python172

• develask/White-Box-Neural-Networks

  White Box Neural Networks

  Language:Python3

• FudanMPL/Garnet

  FudanMPL 2.0, a series of multi-party learning frameworks, with rich features, including secure and fast XGBoost, secure Fine-tuning for pre-trained models, and open source SecureML.

  Language:C++387

• FudanMPL/SecMML

  SecMML (Queqiao): Secure MPC (multi-party computation) Machine Learning Framework.

  Language:C++10931

• FudanMPL/Awesome-MPL

  Repository for collection of research papers on multi-party learning.

  Language:Jupyter Notebook295

• ranran0523/SPECNN

  code repo for paper accepted in ICML 2023

  Language:Jupyter Notebook111

• secretflow/yacl

  YACL (Yet Another Common crypto library) is a C++ library that contains cryptgraphy, network and io modules which other SecretFlow code depends on.

  Language:C++7061

• chiraag/gazelle_mpc

  Language:C++6420

• mc2-project/delphi

  A Cryptographic Inference Service for Neural Networks

  Language:Rust12327

• worldcoin/awesome-zkml

  awesome-zkml repository

  747114

• matter-labs/awesome-zero-knowledge-proofs

  A curated list of awesome things related to learning Zero-Knowledge Proofs (ZKP).

  5.1k822

• youngfish42/Awesome-FL

  Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)

  Language:Python1.4k172

• innovation-cat/Awesome-Federated-Machine-Learning

  Everything about federated learning, including research papers, books, codes, tutorials, videos and beyond

  1.6k253

• Alibaba-Gemini-Lab/OpenCheetah

  Language:C++18050

• yuchen1024/Kunlun

  A C++ library containing both easy-to-use lower level bigint/ecgroup interfaces and high-level cryptographical schemes/protocols.

  Language:C++7218