☆19Dec 7, 2020Updated 5 years ago
Alternatives and similar repositories for Learning-to-Detect-Malicious-Clients-for-Robust-FL
Users that are interested in Learning-to-Detect-Malicious-Clients-for-Robust-FL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Learning from history for Byzantine Robustness☆27Jun 11, 2021Updated 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
- ☆12Jan 28, 2023Updated 3 years ago
- 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
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆14Apr 26, 2022Updated 4 years ago
- A sybil-resilient distributed learning protocol.☆113Sep 9, 2025Updated 10 months ago
- Official Implementation of ICML'23 "Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting".☆15Jun 9, 2023Updated 3 years ago
- [ICML 2023] Optimizing the Collaboration Structure in Cross-Silo Federated Learning. Wenxuan Bao, Haohan Wang, Jun Wu, Jingrui He.☆21Jul 25, 2023Updated 3 years ago
- In the repository we provide a sample code to implement the Targeted Bit Trojan attack.☆20Nov 7, 2020Updated 5 years ago
- ☆18Mar 12, 2024Updated 2 years ago
- [ICML 2023] Official code implementation of "Chameleon: Adapting to Peer Images for Planting Durable Backdoors in Federated Learning (htt…☆43Sep 9, 2025Updated 10 months 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
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆156Feb 16, 2025Updated last year
- 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.
- Byzantine-resilient distributed SGD with TensorFlow.☆40Jan 22, 2021Updated 5 years ago
- [ICLR 2025] Official implementation for "Bad-PFL: EXPLORING BACKDOOR ATTACKS AGAINST PERSONALIZED FEDERATED LEARNING"☆17Feb 14, 2025Updated last year
- ☆55Jun 30, 2023Updated 3 years ago
- Processed torchvision mnist(MNIST, FashionMNIST, EMNIST) datasets for download☆34Dec 7, 2018Updated 7 years ago
- ☆24Dec 8, 2024Updated last year
- ☆33Apr 1, 2026Updated 3 months ago
- Code for ICLR 2023 Paper Better Generative Replay for Continual Federated Learning☆34Apr 23, 2023Updated 3 years ago
- The reproduction of the paper Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.☆63Feb 2, 2023Updated 3 years ago
- ☆12Dec 9, 2020Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This repo contains LaTeX template for experiment report.☆11Aug 17, 2021Updated 4 years ago
- [Preprint] On the Effectiveness of Mitigating Data Poisoning Attacks with Gradient Shaping☆10Feb 27, 2020Updated 6 years ago
- ☆10Oct 23, 2021Updated 4 years ago
- Distributed Momentum for Byzantine-resilient Stochastic Gradient Descent (ICLR 2021)☆22May 6, 2021Updated 5 years ago
- The pytorch code of FedDISC (Federated Diffusion-Inspired Semi-supervised Co-training method)☆12Sep 3, 2023Updated 2 years ago
- Code Release for "Self-supervised Learning is More Robust to Dataset Imbalance"☆39Feb 11, 2022Updated 4 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- DBA: Distributed Backdoor Attacks against Federated Learning (ICLR 2020)☆208Aug 5, 2021Updated 4 years ago
- Tensorflow 2.0 implementation of Domain Adversarial Neural Networks (DANN)☆12Dec 3, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- This repo lists some researches and applications in PU learning.☆12Mar 12, 2020Updated 6 years ago
- ☆14Oct 11, 2021Updated 4 years ago
- ☆15Jun 6, 2023Updated 3 years ago
- source code and data☆15Jan 16, 2019Updated 7 years ago
- ☆27Feb 26, 2023Updated 3 years ago
- 数据挖掘18大算法实现以及其他相关经典DM算法☆12Aug 2, 2015Updated 10 years ago
- [ICLR 2023] Official implementation of the paper "GNNInterpreter"☆16Apr 26, 2025Updated last year