LPD-EPFL / ByzantineMomentumView external linksLinks
Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)
☆21May 6, 2021Updated 4 years ago
Alternatives and similar repositories for ByzantineMomentum
Users that are interested in ByzantineMomentum are comparing it to the libraries listed below
Sorting:
- Associated codebase for Byzantine-resilient distributed / decentralized machine learning papers from INSPIRE Lab☆15Oct 11, 2021Updated 4 years ago
- An implementation for the paper "A Little Is Enough: Circumventing Defenses For Distributed Learning" (NeurIPS 2019)☆28Jun 29, 2023Updated 2 years ago
- Byzantine-robust Federated Learning☆16Sep 21, 2023Updated 2 years ago
- ☆18Feb 2, 2022Updated 4 years ago
- [AAMAS 2025] Privacy-preserving and Personalized RLHF, with convergence guarantees. The Code contains experiments for training multiple i…☆14Apr 16, 2025Updated 10 months ago
- System Support for Byzantine Machine Learning☆10Oct 4, 2021Updated 4 years ago
- Learning from history for Byzantine Robustness☆25Jun 11, 2021Updated 4 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆155Feb 16, 2025Updated 11 months ago
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆148Aug 6, 2022Updated 3 years ago
- ☆19Dec 7, 2020Updated 5 years ago
- WAFFLE: Watermarking in Federated Learning☆23Aug 21, 2023Updated 2 years ago
- This is the code for our paper `Robust Federated Learning with Attack-Adaptive Aggregation' accepted by FTL-IJCAI'21.☆46Jun 12, 2023Updated 2 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆152Oct 3, 2022Updated 3 years ago
- A sybil-resilient distributed learning protocol.☆110Sep 9, 2025Updated 5 months ago
- ☆23Nov 2, 2019Updated 6 years ago
- ☆77Jun 7, 2019Updated 6 years ago
- Experiments for distributed optimization algorithms☆85May 24, 2023Updated 2 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆40Sep 10, 2025Updated 5 months ago
- CoCoFL: Communication- and Computation-Aware Federated Learning via Partial NN Freezing and Quantization☆13Aug 3, 2024Updated last year
- [NeurIPS2021] Federated Reinforcement Learning with Theoretical Guarantees. The repo contains code and experiments for our Federated Poli…☆103Apr 16, 2025Updated 10 months ago
- Code for ijcai-24 paper "Federated Adaptation for Foundation Model-based Recommendations"☆12Apr 18, 2025Updated 9 months ago
- Balance chemical equations☆10May 26, 2022Updated 3 years ago
- ☆13Sep 12, 2021Updated 4 years ago
- ☆10Jun 4, 2021Updated 4 years ago
- Artifacts of VLDB'22 paper "COMET: A Novel Memory-Efficient Deep Learning TrainingFramework by Using Error-Bounded Lossy Compression"☆10Aug 2, 2022Updated 3 years ago
- This is the repository for the work "An ensemble mechanism to tackle the heterogeneity in asynchronous federated learning"☆11Nov 19, 2021Updated 4 years ago
- SGD/ADAM/Amsgrad/AdamW/RAdam/Lookahead☆10Nov 18, 2019Updated 6 years ago
- [ICCV' 23] FedPD: Federated Open Set Recognition with Parameter Disentanglement☆10Mar 25, 2024Updated last year
- ☆12Jan 28, 2023Updated 3 years ago
- Speech recognition with federated learning☆11Jan 9, 2020Updated 6 years ago
- Code for the paper "Pretrained Models for Multilingual Federated Learning" at NAACL 2022☆11Aug 9, 2022Updated 3 years ago
- CodexLeaks: Privacy Leaks from Code Generation Language Models in GitHub Copilot☆11Jul 11, 2023Updated 2 years ago
- 可逆水印论文复现☆10Nov 30, 2019Updated 6 years ago
- Code for our NeurIPS 2024 paper Improved Generation of Adversarial Examples Against Safety-aligned LLMs☆12Nov 7, 2024Updated last year
- ☆10Jan 31, 2022Updated 4 years ago
- Small algorithm using back tracing to solve a Tangram puzzle.☆11Dec 30, 2020Updated 5 years ago
- ☆13Jan 16, 2025Updated last year
- TraceFL is a novel mechanism for Federated Learning that achieves interpretability by tracking neuron provenance. It identifies clients r…☆10Nov 12, 2024Updated last year