Learning from history for Byzantine Robustness
☆27Jun 11, 2021Updated 5 years ago
Alternatives and similar repositories for byzantine-robust-optimizer
Users that are interested in byzantine-robust-optimizer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆14Oct 11, 2021Updated 4 years ago
- ☆19Dec 7, 2020Updated 5 years ago
- Official implementation of "FL-WBC: Enhancing Robustness against Model Poisoning Attacks in Federated Learning from a Client Perspective"…☆44Oct 29, 2021Updated 4 years ago
- Robust aggregation for federated learning with the RFA algorithm.☆54Sep 13, 2022Updated 3 years ago
- Byzantine-robust Federated Learning☆16Sep 21, 2023Updated 2 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)☆22May 6, 2021Updated 5 years ago
- A sybil-resilient distributed learning protocol.☆114Sep 9, 2025Updated 11 months ago
- ☆16May 10, 2019Updated 7 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆156Feb 16, 2025Updated last year
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆46Jun 12, 2023Updated 3 years ago
- Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization☆13Jun 21, 2021Updated 5 years ago
- Python implementation of Scaling Neural Tangent Kernels via Sketching and Random Features☆13Feb 14, 2022Updated 4 years ago
- Poisoning Deep Learning based Recommender Model in Federated Learning Scenarios☆20Apr 27, 2022Updated 4 years ago
- The official code of KDD22 paper "FLDetecotor: Defending Federated Learning Against Model Poisoning Attacks via Detecting Malicious Clien…☆87Feb 23, 2023Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- ☆10Nov 1, 2023Updated 2 years ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆153Aug 6, 2022Updated 4 years ago
- ☆40Sep 25, 2023Updated 2 years ago
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning☆18Jun 2, 2022Updated 4 years ago
- ☆22Sep 6, 2021Updated 4 years ago
- ☆54Feb 19, 2023Updated 3 years ago
- Q-RR, DIANA-RR, Q-NASTYA, NASTYA-DIANA, QSGD, DIANA, FedCOM and FedPAQ on logistic loss with L2 regularization☆11Nov 1, 2022Updated 3 years ago
- The official implantation of SGPT (CVPR2024)☆17Jul 15, 2024Updated 2 years ago
- Byzantine-resilient distributed SGD with TensorFlow.☆40Jan 22, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- System Support for Byzantine Machine Learning☆10Oct 4, 2021Updated 4 years ago
- ☆55Jun 22, 2021Updated 5 years ago
- This repo contains LaTeX template for experiment report.☆11Aug 17, 2021Updated 4 years ago
- A Commitment Scheme library for Coin Flipping/Tossing algorithms and sort.☆11Apr 12, 2023Updated 3 years ago
- Data-Free Knowledge Distillation☆23May 30, 2022Updated 4 years ago
- This repository provides python code for privacy preserving image classification based on fully homomorphic encryption (FHE).☆12Sep 20, 2019Updated 6 years ago
- ☆29Dec 23, 2023Updated 2 years ago
- Official Repository for Can Language Models be Instructed to Protect Personal Information?☆14Oct 8, 2023Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆162Apr 30, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Open-source library for ORAM implementations☆12Apr 15, 2020Updated 6 years ago
- Benchmarking Semi-supervised Federated Learning☆55Aug 14, 2022Updated 3 years ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆15Jun 9, 2023Updated 3 years ago
- Libraries for efficient and scalable group-structured dataset pipelines.☆25Jul 8, 2026Updated last month
- [arXiv'21] Additively Symmetric Homomorphic Encryption for Cross-Silo Federated Learning☆22Apr 28, 2025Updated last year
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆153Oct 3, 2022Updated 3 years ago
- Repository for building the Sharemind SDK☆16Sep 18, 2023Updated 2 years ago