FLPoison: Benchmarking Poisoning Attacks and Defenses in Federated Learning
☆56Sep 22, 2025Updated 6 months 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:
- ☆10Dec 30, 2021Updated 4 years ago
- An Efficient & Standardized Benchmark Suite for Backdoor Attacks in Federated Learning☆50Nov 27, 2025Updated 3 months ago
- [ICLR 2024] Towards Elminating Hard Label Constraints in Gradient Inverision Attacks☆14Feb 6, 2024Updated 2 years ago
- 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
- [CCS'22] SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders☆18Jul 12, 2022Updated 3 years ago
- LLA is a PyTorch library that allows to visualize and analyze loss landscapes of neural networks.☆13Dec 9, 2025Updated 3 months ago
- [S&P'24] Test-Time Poisoning Attacks Against Test-Time Adaptation Models☆19Feb 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☆60Dec 11, 2024Updated last year
- Papers related to Federated Learning in all top venues☆67Mar 7, 2026Updated 2 weeks ago
- Record and Reward Users for the data they own with federated learning and hyperledger composer☆23May 15, 2019Updated 6 years ago
- Code for Backdoor Attacks Against Dataset Distillation☆37Apr 19, 2023Updated 2 years ago
- IBA: Towards Irreversible Backdoor Attacks in Federated Learning (Poster at NeurIPS 2023)☆40Sep 10, 2025Updated 6 months ago
- Applied Split Learning in PyTorch with torch.distributed.rpc and torch.distributed.autograd☆28Jan 24, 2022Updated 4 years ago
- ☆14Oct 12, 2024Updated last year
- ☆44Apr 25, 2023Updated 2 years ago
- [ACM MM 2024] Training-free Cross-domain Image Composition via Adaptive Latent Manipulation and Energy-guided Optimization☆20Mar 15, 2026Updated last week
- ☆31Feb 10, 2022Updated 4 years ago
- Sends event camera data from A to B. Supports live cameras and dead recordings☆23Feb 17, 2026Updated last month
- Code release for Tackling Data Heterogeneity in Federated Learning with Class Prototypes appeared on AAAI2023.☆47Feb 16, 2023Updated 3 years ago
- Code for Neural Networks journal paper - StoCFL: A stochastically clustered federated learning framework for Non-IID data with dynamic cl…☆12Apr 28, 2024Updated last year
- ☆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☆14Dec 26, 2024Updated last year
- Official code for "Federated learning for heterogeneous electronic health record systems with cost effective participant selection"☆12Feb 11, 2026Updated last month
- (AAAI-24) Federated Learning via Input-Output Collaborative Distillation☆11Dec 28, 2023Updated 2 years ago
- ☆38Feb 7, 2024Updated 2 years ago
- Modular Adversarial Robustness Toolkit☆21Jul 11, 2025Updated 8 months ago
- Official implementation of Tabular Transfer Learning via Prompting LLMs (COLM 2024).☆13Aug 6, 2024Updated last year
- ☆11Sep 4, 2024Updated last year
- A PyTorch based repository for Federate Learning with Differential Privacy☆17Mar 3, 2023Updated 3 years ago
- CVE-Factory☆65Feb 13, 2026Updated last month
- Code for "Lightweight Blockchain-Empowered Secure and Efficient Federated Edge Learning", IEEE Transactions on Computers☆13Mar 12, 2026Updated last week
- Latest Advances on Federated LLM Learning☆105Jul 7, 2025Updated 8 months ago
- This is official code for ASFL.☆22Mar 3, 2025Updated last year
- ☆14Apr 11, 2021Updated 4 years ago
- ICCV 2023 - AdaptGuard: Defending Against Universal Attacks for Model Adaptation☆11Dec 23, 2023Updated 2 years ago
- ☆13Jan 12, 2024Updated 2 years ago