FLPoison: Benchmarking Poisoning Attacks and Defenses in Federated Learning
☆59Apr 15, 2026Updated last month
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
- ☆10Dec 30, 2021Updated 4 years ago
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆14Feb 6, 2024Updated 2 years ago
- FLTracer: Accurate Poisoning Attack Provenance in Federated Learning☆24Jun 14, 2024Updated last year
- ☆19Nov 17, 2023Updated 2 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [CCS'22] SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders☆18Jul 12, 2022Updated 3 years ago
- [S&P'24] Test-Time Poisoning Attacks Against Test-Time Adaptation Models☆20Feb 18, 2025Updated last year
- [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
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆23May 15, 2019Updated 7 years ago
- Code for Backdoor Attacks Against Dataset Distillation☆36Apr 19, 2023Updated 3 years ago
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆41Sep 10, 2025Updated 8 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 5 months ago
- ☆31Feb 10, 2022Updated 4 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.
- ☆13May 17, 2024Updated 2 years ago
- Generate the markdown version of your Vocabulary Builder in Kindle, and put it in your Obsidian Vault.☆20Aug 16, 2025Updated 9 months ago
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆46Feb 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
- ☆11Oct 28, 2021Updated 4 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆16Feb 2, 2024Updated 2 years ago
- Blockchain-based Federated Learning Utilizing Zero-Knowledge Proofs for Verifiable Training and Aggregation☆13Dec 26, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ☆38Feb 7, 2024Updated 2 years ago
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- Modular Adversarial Robustness Toolkit☆21Jul 11, 2025Updated 10 months ago
- A PyTorch based repository for Federate Learning with Differential Privacy☆19Mar 3, 2023Updated 3 years ago
- ☆11Sep 4, 2024Updated last year
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated 2 months ago
- Latest Advances on Federated LLM Learning☆110Jul 7, 2025Updated 10 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"☆16Feb 14, 2025Updated last year
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆14Apr 11, 2021Updated 5 years ago
- ICCV 2023 - AdaptGuard: Defending Against Universal Attacks for Model Adaptation☆11Dec 23, 2023Updated 2 years ago
- ☆13Jan 12, 2024Updated 2 years ago
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆15Jun 15, 2025Updated 11 months ago
- Example of a blockchain application in Java interacting with Amazon Managed Blockchain using Fabric Java SDK☆15Dec 19, 2025Updated 5 months ago
- ☆20Apr 12, 2023Updated 3 years ago
- ☆11Jul 3, 2024Updated last year