Advanced Privacy-Preserving Federated Learning framework
☆173Mar 10, 2026Updated last week
Alternatives and similar repositories for APPFL
Users that are interested in APPFL are comparing it to the libraries listed below
Sorting:
- [ICLR 2024] FedCompass: Efficient Cross-Silo Federated Learning on Heterogeneous Client Devices Using a Computing Power-Aware Scheduler☆21Apr 24, 2024Updated last year
- Basic Blockchain-Based Federated Learning Intrusion Detection System☆12Nov 2, 2022Updated 3 years ago
- Secure Inference Resilient Against Malicious Clients☆14May 3, 2022Updated 3 years ago
- Differential priavcy based federated learning framework by various neural networks and svm using PyTorch.☆35Feb 8, 2021Updated 5 years ago
- Everything you want about DP-Based Federated Learning, including Papers and Code. (Mechanism: Laplace or Gaussian, Dataset: femnist, shak…☆423Oct 26, 2024Updated last year
- Decentralized Identity☆12Dec 8, 2021Updated 4 years ago
- Ongoing research training transformer language models at scale, including: BERT & GPT-2☆17Mar 11, 2026Updated last week
- Dopamine: Differentially Private Federated Learning on Medical Data (AAAI - PPAI)☆76Feb 9, 2025Updated last year
- OCTCube-M: A 3D multimodal optical coherence tomography foundation model for retinal and systemic diseases with cross-cohort and cross-de…☆22Jun 30, 2025Updated 8 months ago
- A GPU version of SAIGE for full GRM GWAS analysis☆19Aug 6, 2025Updated 7 months ago
- Julia implementation of a revised simplex method for cpu and gpu☆18Oct 8, 2020Updated 5 years ago
- 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
- Implementation of a client reputation, gradient checking and homomorphic encryption mechanism to defend a federated learning system from …☆17Jan 11, 2024Updated 2 years ago
- Python package template☆19Updated this week
- Curated notebooks on how to train neural networks using differential privacy and federated learning.☆66Jan 15, 2021Updated 5 years ago
- Master Federated Learning in 2 Hours—Run It on Your PC!☆2,089Jan 25, 2026Updated last month
- [USENIX Security'24] Lotto: Secure Participant Selection against Adversarial Servers in Federated Learning☆21Apr 28, 2025Updated 10 months ago
- Globus Compute: High Performance Function Serving for Science☆160Updated this week
- Comprehensive and timely academic information on federated learning (papers, frameworks, datasets, tutorials, workshops)☆1,957Oct 5, 2025Updated 5 months ago
- Personalized federated learning codebase for research☆412Oct 4, 2023Updated 2 years ago
- This is a repository with examples to run inference endpoints on various ALCF clusters☆27Feb 3, 2026Updated last month
- FedZoo-Bench: An open source PyTorch libarary for federated learning with implementation of more than 22 algorithms☆19Feb 25, 2025Updated last year
- [NeurIPS25 D&B Spotlight] A tile-level histopathology image understanding benchmark☆43Feb 27, 2026Updated 3 weeks ago
- ☆19May 20, 2024Updated last year
- Federated Learning Simulator (FLSim) is a flexible, standalone core library that simulates FL settings with a minimal, easy-to-use API. F…☆268Aug 26, 2024Updated last year
- A collection of Google research projects related to Federated Learning and Federated Analytics.☆746Jun 10, 2025Updated 9 months ago
- (TMLR) Fed-SB: A Silver Bullet for Extreme Communication Efficiency and Performance in (Private) Federated LoRA Fine-Tuning☆26Oct 4, 2025Updated 5 months ago
- Presolve routines for mathematical optimization☆23Mar 13, 2026Updated last week
- Federated Learning of Diffusion Models☆12Aug 30, 2023Updated 2 years ago
- Gradient-Leakage Resilient Federated Learning☆14Jul 25, 2022Updated 3 years ago
- This is an implementation for paper "A Hybrid Approach to Privacy Preserving Federated Learning" (https://arxiv.org/pdf/1812.03224.pdf)☆24Jun 9, 2020Updated 5 years ago
- DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression☆11Oct 7, 2020Updated 5 years ago
- The source code of the paper "Efficient Privacy-Preserving Federated Learning with Compressed Sensing"☆22May 23, 2024Updated last year
- Federated Learning Framework Benchmark (UniFed)☆49Jun 14, 2023Updated 2 years ago
- 🤖 [ICLR'25] Multimodal Video Understanding Framework (MVU)☆56Jan 31, 2025Updated last year
- Eluding Secure Aggregation in Federated Learning via Model Inconsistency☆13Mar 10, 2023Updated 3 years ago
- An easy-to-use federated learning platform☆1,522Aug 10, 2024Updated last year
- [IoTDI 2023/ML4IoT 2023] Async-HFL: Efficient and Robust Asynchronous Federated Learning in Hierarchical IoT Networks☆41Apr 4, 2023Updated 2 years ago
- [ECCV 2024] Code for Betrayed by Attention: A Simple yet Effective Approach for Self-supervised Video Object Segmentation☆34Mar 7, 2025Updated last year