A Python library for rapid prototyping, experimenting, and logging of federated learning using state-of-the-art models and datasets. Built using PyTorch and PyTorch Lightning.
☆44Aug 18, 2024Updated last year
Alternatives and similar repositories for torchfl
Users that are interested in torchfl are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- There's no publicly available free-to-use Manga Dataset, so I decided to make one artificially!☆53Sep 2, 2023Updated 2 years ago
- A simple federated learning implementation on MNIST dataset using PySyft. Main goal of the project was to get used to the PySyft federate…☆13Apr 19, 2024Updated 2 years ago
- Public implementation of the paper "On the Importance of Difficulty Calibration in Membership Inference Attacks".☆17Dec 1, 2021Updated 4 years ago
- ☆14May 15, 2025Updated last year
- ☆21Jul 4, 2021Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Papers related to federated learning in top conferences (2020-2024).☆70Oct 14, 2024Updated last year
- This repository is for a research project at Cairo University, computer engineering department.☆14Jan 14, 2022Updated 4 years ago
- ☆29Feb 2, 2024Updated 2 years ago
- Code for the paper "Overconfidence is a Dangerous Thing: Mitigating Membership Inference Attacks by Enforcing Less Confident Prediction" …☆13Sep 6, 2023Updated 2 years ago
- [CVPRW 2023] "Many-Task Federated Learning: A New Problem Setting and A Simple Baseline" by Ruisi Cai, Xiaohan Chen, Shiwei Liu, Jayanth …☆13Aug 28, 2023Updated 2 years ago
- PyTorch Implementation of Federated Reconstruction: Partially Local Federated Learning☆15Oct 9, 2022Updated 3 years ago
- Prototypical Contrast and Reverse Prediction: Unsupervised Skeleton based Action Recognition☆11Aug 30, 2021Updated 4 years ago
- Experiment code for testing effect of various action space transformations in reinforcement learning☆30May 26, 2020Updated 6 years ago
- This is an educational purpose repository to play with common arithmetics found in deep learning models☆17Aug 22, 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.
- Causal Reasoning for Membership Inference Attacks☆11Oct 21, 2022Updated 3 years ago
- ☆16Apr 4, 2024Updated 2 years ago
- Shadow Attack, LiRA, Quantile Regression and RMIA implementations in PyTorch (Online version)☆14Nov 8, 2024Updated last year
- ☆14Mar 5, 2021Updated 5 years ago
- rPPG-based Biometric Authentication☆11Jun 3, 2025Updated last year
- A collaborative machine learning framework that operates through Tor.☆13Jun 1, 2020Updated 6 years ago
- Self-Teaching Notes on Gradient Leakage Attacks against GPT-2 models.☆14Mar 18, 2024Updated 2 years ago
- A modular evaluation metrics and a benchmark for large-scale federated learning☆12Jul 25, 2024Updated last year
- Lepton 3 for the Raspberry Pi☆20Jan 1, 2018Updated 8 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.
- [MICCAI 2024] HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training☆22Nov 17, 2024Updated last year
- ☆13Sep 26, 2024Updated last year
- ☆22Mar 23, 2025Updated last year
- Official repository for "Stylized Adversarial Training" (TPAMI 2022)☆11Dec 30, 2022Updated 3 years ago
- An unofficial pyotrch implementation of "ML-Leaks:Model and Data Independent Membership Inference Attacks and Defenses on ML Models"☆12Dec 23, 2023Updated 2 years ago
- Code for paper "Not All Unlabeled Data are Equal: Learning to Weight Data in Semi-supervised Learning", Ren et al., NeurIPS'20☆25Jan 10, 2021Updated 5 years ago
- ☆15May 5, 2026Updated last month
- ☆12Jan 28, 2023Updated 3 years ago
- Simulation code for the paper "FedSL: Federated Split Learning for Collaborative Healthcare Analytics on Resource-Constrained Wearable Io…☆17Feb 2, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- DECT NR+ Link-Level Simulation (ETSI TS 103 636)☆19May 20, 2026Updated last month
- ☆11Dec 22, 2021Updated 4 years ago
- Official code for "Personalized Federated Learning through Local Memorization" (ICML'22)☆44Jun 12, 2023Updated 3 years ago
- [USENIX Security 2025] SOFT: Selective Data Obfuscation for Protecting LLM Fine-tuning against Membership Inference Attacks☆22Sep 18, 2025Updated 9 months ago
- ☆18Aug 13, 2023Updated 2 years ago
- BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning☆33Feb 19, 2021Updated 5 years ago
- Lightweight Python wrapper around the DuckDB extension, httpserver (extension developed by @quackscience)☆17Sep 24, 2025Updated 9 months ago