This repository contains PyTorch implementation of the paper ''LFighter: Defending against Label-flipping Attacks in Federated Learning''.
☆18Mar 6, 2026Updated 3 weeks ago
Alternatives and similar repositories for LFighter
Users that are interested in LFighter are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The project aims to evaluate the vulnerability of Federated Learning systems to targeted data poisoning attack known as Label Flipping At…☆22Jan 5, 2022Updated 4 years ago
- SPATL: Salient Prameter Aggregation and Transfer Learning for Heterogeneous Federated Learning☆23Nov 17, 2022Updated 3 years ago
- Blockchain federated learning simulate by python☆10May 29, 2023Updated 2 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
- Minimalistic Growth16 snark system.☆10Jul 18, 2023Updated 2 years ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆12Jan 28, 2023Updated 3 years ago
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- Official implementation of "Label Poisoning is All You Need".☆11Jan 4, 2024Updated 2 years ago
- This is a simple backdoor model for federated learning.We use MNIST as the original data set for data attack and we use CIFAR-10 data set…☆14Jun 19, 2020Updated 5 years ago
- Python wrapper for the PBC (Pairing-Based Cryptography) library☆15Jan 16, 2026Updated 2 months ago
- Official codes for "Understanding Deep Gradient Leakage via Inversion Influence Functions", NeurIPS 2023☆15Oct 13, 2023Updated 2 years ago
- CodeQUEST is a generalizable framework which leverages LLMs to iteratively evaluate and enhance code quality across multiple dimensions f…☆17Feb 11, 2026Updated last month
- ☆11Apr 18, 2020Updated 5 years ago
- ☆19May 20, 2024Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Landslide Susceptiblity Mapping☆18Dec 12, 2020Updated 5 years ago
- ALL is a pre-training method based on Federated Meta-Learning and Reinforcement Learning, which is used to address the small-sample issue…☆12Jun 12, 2022Updated 3 years ago
- [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler☆22Apr 24, 2024Updated last year
- ☆12Nov 26, 2019Updated 6 years ago
- ☆28Mar 15, 2023Updated 3 years ago
- This is an unofficial implementation of Federated Transfer Learning using UCI Smartphone dataset☆27Nov 27, 2024Updated last year
- A Proof-of-Stake (PoS) blockchain-based Federated Learning framework with a validation scheme robust against the distorted local model up…☆23Sep 11, 2023Updated 2 years ago
- Code for Data Poisoning Attacks Against Federated Learning Systems☆206Jun 13, 2021Updated 4 years ago
- ☆12Jun 2, 2023Updated 2 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.
- Not All Poisons are Created Equal: Robust Training against Data Poisoning (ICML 2022)☆22Aug 8, 2022Updated 3 years ago
- Membership Inference Attack on Federated Learning☆12Jan 14, 2022Updated 4 years ago
- Codebase for "Greedy Shapley Client Selection for Communication-Efficient Federated Learning"☆21Dec 17, 2023Updated 2 years ago
- Adversarial attacks and defenses against federated learning.☆20May 24, 2023Updated 2 years ago
- The implementatioin code of paper: “A Practical Clean-Label Backdoor Attack with Limited Information in Vertical Federated Learning”☆11Jul 1, 2023Updated 2 years ago
- codebase for "MELTing Point: Mobile Evaluation of Language Transformers"☆18Jul 19, 2024Updated last year
- Clustered Federated Learning via Gradient-based Partitioning (ICML 2024)☆15Jun 15, 2025Updated 9 months ago
- Implementation of paper "Client-Edge-Cloud Hierarchical Federated Learning☆143Jun 7, 2020Updated 5 years ago
- Profit Allocation for Federated Learning☆25Apr 27, 2020Updated 5 years ago
- 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.
- An implementation of FedHealth☆11May 26, 2021Updated 4 years ago
- FedShare: Secure Aggregation based on Additive Secret Sharing in Federated Learning☆21Jan 15, 2026Updated 2 months ago
- Pure-Python library for computing fuzzy hashes (ssdeep)☆50Feb 21, 2026Updated last month
- ☆31Apr 8, 2020Updated 5 years ago
- EmojiCrypt: Prompt Encryption for Secure Communication with Large Language Models☆23Feb 21, 2024Updated 2 years ago
- Semantic-segmentation-methods-for-landslide-detection☆30Mar 7, 2021Updated 5 years ago
- Simple simulation of federated learning (FedAvg) using Flower framework☆25Dec 8, 2021Updated 4 years ago