FLPoison: Benchmarking Poisoning Attacks and Defenses in Federated Learning
☆58Apr 15, 2026Updated 2 weeks ago
Alternatives and similar repositories for FLPoison
Users that are interested in FLPoison are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- An Efficient & Standardized Benchmark Suite for Backdoor Attacks in Federated Learning☆54Mar 29, 2026Updated last month
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- FLTracer: Accurate Poisoning Attack Provenance in Federated Learning☆24Jun 14, 2024Updated last year
- ☆19Nov 17, 2023Updated 2 years ago
- [ICLR 2023, Best Paper Award at ECCV’22 AROW Workshop] FLIP: A Provable Defense Framework for Backdoor Mitigation in Federated Learning☆59Dec 11, 2024Updated last year
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- Crab: Towards Efficient and Certified Recovery from Poisoning Attacks in Federated Learning☆27May 27, 2024Updated last year
- Papers related to Federated Learning in all top venues☆72Mar 21, 2026Updated last month
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆23May 15, 2019Updated 6 years ago
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆41Sep 10, 2025Updated 7 months ago
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆27Jan 24, 2022Updated 4 years ago
- [ECCV'24] UNIT: Backdoor Mitigation via Automated Neural Distribution Tightening☆10Dec 18, 2025Updated 4 months ago
- ☆14Oct 12, 2024Updated last year
- ☆31Feb 10, 2022Updated 4 years ago
- ☆13May 17, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆47Feb 16, 2023Updated 3 years ago
- Contains the source code of our Middleware'24 paper "QuickDrop: Efficient Federated Unlearning via Synthetic Data Generation"☆15Oct 2, 2024Updated last year
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆13Apr 28, 2024Updated 2 years ago
- Resources for private and secure Machine Learning and Artificial Intelligence☆13Jun 13, 2022Updated 3 years ago
- Official implementation of Resisting Backdoor Attacks in Federated Learning via Bidirectional Elections and Individual Perspective☆13Sep 4, 2024Updated last year
- ☆11Oct 28, 2021Updated 4 years ago
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆13Dec 26, 2024Updated last year
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆12Feb 11, 2026Updated 2 months ago
- ☆38Feb 7, 2024Updated 2 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.
- Modular Adversarial Robustness Toolkit☆21Jul 11, 2025Updated 9 months ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆19Mar 3, 2023Updated 3 years ago
- ☆11Sep 4, 2024Updated last year
- Official implementation for paper "FedGame: A Game-Theoretic Defense against Backdoor Attacks in Federated Learning" (NeurIPS 2023).☆13Oct 25, 2024Updated last year
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated last month
- Latest Advances on Federated LLM Learning☆110Jul 7, 2025Updated 9 months ago
- This is official code for ASFL.☆22Mar 3, 2025Updated last year
- [ICLR 2025] Official implementation for "Bad-PFL: EXPLORING BACKDOOR ATTACKS AGAINST PERSONALIZED FEDERATED LEARNING"☆15Feb 14, 2025Updated last year
- ☆14Apr 11, 2021Updated 5 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆15Jun 15, 2025Updated 10 months ago
- Example of a blockchain application in Java interacting with Amazon Managed Blockchain using Fabric Java SDK☆15Dec 19, 2025Updated 4 months ago
- ☆20Apr 12, 2023Updated 3 years ago
- ☆11Jul 3, 2024Updated last year
- Repo for the paper: PerAda: Parameter-Efficient Federated Learning Personalization with Generalization Guarantees (CVPR 2024)☆23Aug 14, 2024Updated last year
- Scope: On Detecting Constrained Backdoor Attacks in Federated Learning☆23Jul 2, 2025Updated 10 months ago
- Generate custom text files for dataloader within UDA methods☆14May 24, 2023Updated 2 years ago