Alternatives and similar repositories for Private-LLM-Inference:

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

• zhouzhangwalker / HE3DB
  ☆33Updated last year
• xingpz2008 / Iron
  Private Inference on Transformer
  ☆22Updated last year
• AntCPLab / OpenBumbleBee
  ☆27Updated 2 weeks ago
• lightbulb128 / Pencil
  ☆15Updated 4 months ago
• AntCPLab / malicious_3pc_binary
  The repo of "Efficient 3PC for Binary Circuits with Application to Maliciously-Secure DNN Inference"
  ☆20Updated last year
• Fannxy / NFGen
  NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms
  ☆19Updated last year
• Ye-D / Meteor
  Improved Secure 3-Party Neural Network Inference with Reducing Online Communication Costs
  ☆10Updated 2 years ago
• Stu-Yang / HITSZ-SecurityGroup-MPC
  MPC team of Security Group in HITSZ
  ☆20Updated 5 months ago
• anderspkd / SecureQ8
  Input scripts for securely evaluating quantized ImageNet models with mp-spdz
  ☆20Updated 4 years ago
• XidianNSS / NssMPClib
  A secure multi-party computation library based on arithmetic secret sharing and function secret sharing.
  ☆26Updated last month
• f7ed / hmmpc-public
  Implementation of protocols in the paper titled "Scalable Multi-Party Computation Protocols for Machine Learning in the Honest-Majority S…
  ☆15Updated this week
• FudanMPL / pMPL
  pMPL: A Robust Multi-Party Learning Framework with a Privileged Party. This project is connected with the publication @ ACM CCS 2022.
  ☆17Updated 6 months ago
• shreya-28 / Secure-ML
  Secure Linear Regression in the Semi-Honest Two-Party Setting.
  ☆40Updated 5 years ago
• ibarrond / funshade
  Function Secret Sharing for Secure Thresholded Distance Metric Evaluation. The code accompanying the paper.
  ☆13Updated 2 months ago
• xingpz2008 / TriFSS
  Efficient Secure Computation Protocols for Trigonometric Functions via Function Secret Sharing
  ☆20Updated 2 years ago
• Ye-D / PaperNotes-MPC
  Paper Notes in MPC with Applications to PPML
  ☆65Updated 10 months ago
• FudanMPL / Awesome-MPL
  Repository for collection of research papers on multi-party learning.
  ☆32Updated last year
• NemoYuan2008 / MD-ML
  Code repository for the paper at USENIX Security'24
  ☆26Updated 6 months ago
• csiro-mlai / deep-mpc
  ☆36Updated 3 months ago
• snu-ccl / FHE-MP-CNN
  Implementation of deep ResNet model on CKKS scheme in Microsoft SEAL library using multiplexed parallel convolution
  ☆76Updated 2 years ago
• encryptogroup / MOTION2NX
  A framework for generic hybrid two-party computation and private inference with neural networks
  ☆31Updated last year
• myl7 / fss
  Function secret sharing (FSS) primitives including distributed point functions (DPF) and distributed comparison functions (DCF)
  ☆20Updated last month
• Lucieno / gforce-public
  A crypto-assisted framework for protecting the privacy of models and queries in inference.
  ☆19Updated 3 years ago
• jeffreysijuntan / CryptGPU
  Fast Privacy-Preserving Machine Learning on the GPU
  ☆80Updated 3 years ago
• Clive2312 / BOLT
  Privacy-Preserving, Accurate and Efficient Inference for Transformers
  ☆23Updated 8 months ago
• RasoulAM / private-decision-tree-evaluation
  Experimental Code for Private Decision Tree Evaluation
  ☆12Updated last year
• DigitalLibertiesLab / libdpf
  tree-mendously speedy DPFs in C++
  ☆12Updated 2 months ago
• snwagh / falcon-public
  Implementation of protocols in Falcon
  ☆93Updated 6 months ago
• ucbrise / piranha
  Piranha: A GPU Platform for Secure Computation
  ☆92Updated last year
• lightbulb128 / troy
  GPU implementation of BFV, CKKS and BGV homomorphic encryption schemes.
  ☆35Updated 8 months ago