Alternatives and similar repositories for Private-LLM-Inference:

Users that are interested in Private-LLM-Inference are comparing it to the libraries listed below

• xingpz2008 / Iron
  Private Inference on Transformer
  ☆24Updated last year
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆19Updated last year
• AntCPLab / OpenBumbleBee
  ☆32Updated last month
• zhouzhangwalker / HE3DB
  ☆32Updated last year
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆20Updated 4 years ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆67Updated last year
• Ye-D / Meteor
  Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs
  ☆10Updated 2 years ago
• lightbulb128 / Pencil
  ☆15Updated 5 months ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆39Updated 5 years ago
• AntCPLab / malicious_3pc_binary
  The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference"
  ☆21Updated last year
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆12Updated last year
• XidianNSS / NssMPClib
  A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.
  ☆27Updated last week
• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆80Updated 2 years ago
• xingpz2008 / TriFSS
  Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing
  ☆20Updated 2 years ago
• FudanMPL / pMPL
  pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.
  ☆17Updated 7 months ago
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆20Updated 3 weeks ago
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆25Updated 9 months ago
• myl7 / fss
  Function secret sharing (FSS) primitives including distributed point functions (DPF) and distributed comparison functions (DCF)
  ☆22Updated 3 weeks ago
• Alibaba-Gemini-Lab / OpenPEGASUS
  ☆104Updated 3 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆81Updated 3 years ago
• NemoYuan2008 / MD-ML
  Code repository for the paper at USENIX Security'24
  ☆26Updated 7 months ago
• xingpz2008 / dealerless-FSS_public
  Implementation of Distributed function secret sharing and applications
  ☆11Updated 2 weeks ago
• csiro-mlai / deep-mpc
  ☆36Updated 4 months ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆32Updated last year
• dwkim606 / optimal_conv
  Public source code for Optimized Privacy-Preserving CNN Inference with Fully Homomorphic Encryption
  ☆37Updated 2 years ago
• ibarrond / funshade
  Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.
  ☆13Updated 3 months ago
• encryptogroup / MOTION-FD
  Function-Dependent Preprocessing in MOTION
  ☆13Updated last year
• lightbulb128 / troy
  GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.
  ☆36Updated 9 months ago
• schoppmp / distributed-vector-ole
  A two-party generator for Vector-OLE correlations.
  ☆28Updated 4 years ago
• human-analysis / AutoFHE
  Official implementation for AutoFHE: Automated Adaption of CNNs for Efficient Evaluation over FHE. The paper is presented at the 33rd USE…
  ☆18Updated 3 months ago