code for TPDS paper "Towards Fair and Privacy-Preserving Federated Deep Models"
☆32Jun 16, 2022Updated 4 years ago
Alternatives and similar repositories for FPPDL
Users that are interested in FPPDL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 28, 2024Updated 2 years ago
- Official code repository for our accepted work "Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning" in NeurI…☆28Sep 28, 2024Updated 2 years ago
- Code for the DP cross-silo federated learning paper☆11Jul 10, 2020Updated 6 years ago
- Fair Resource Allocation in Federated Learning (ICLR '20)☆252Dec 2, 2023Updated 2 years ago
- Implementation and results for ICTIR2021 paper: Effective and Privacy-preserving Federated Online Learning to Rank☆11Jul 24, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Simplicial-FL to manage client device heterogeneity in Federated Learning☆23Aug 3, 2023Updated 3 years ago
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated 2 years ago
- Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)☆53Mar 15, 2023Updated 3 years ago
- ☆21Oct 25, 2021Updated 5 years ago
- Memory-Economic Continual Test-Time Model Adaptation☆34Aug 29, 2023Updated 3 years ago
- Federated Learning package☆21Aug 16, 2021Updated 5 years ago
- Privacy-preserving Federated Learning with Trusted Execution Environments☆78Jul 10, 2025Updated last year
- Membership Inference Attack on Federated Learning☆13Jan 14, 2022Updated 4 years ago
- ☆36Mar 20, 2021Updated 5 years ago
- 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.
- Salvaging Federated Learning by Local Adaptation☆55Jul 25, 2024Updated 2 years ago
- Federated principal component analysis (FPCA) is my master thesis, which aims to adapt PCA in a federated learning setting. The technique…☆12Apr 5, 2024Updated 2 years ago
- Membership inference against Federated learning.☆10May 30, 2021Updated 5 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 5 years ago
- PyTorch implementation of Joint Privacy Enhancement and Quantization in Federated Learning (IEEE TSP 2023)☆18Oct 28, 2025Updated last year
- A simulation framework for Federated Learning written in PyTorch☆205Apr 9, 2022Updated 4 years ago
- Code is coming soon if paper is accepted.☆10Dec 22, 2023Updated 2 years ago
- Federated learning + blockchain example☆12Sep 13, 2022Updated 4 years ago
- Proof of concept for CryptoDL made for BigSec course @ EURECOM☆19May 14, 2019Updated 7 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.
- From Gradient Leakage to Adversarial Attacks in Federated Learning☆15Sep 21, 2021Updated 5 years ago
- Implementation of the DeepSqueeze paper: https://cs.brown.edu/people/acrotty/pubs/3318464.3389734.pdf☆13Oct 14, 2021Updated 5 years ago
- ☆19Feb 20, 2024Updated 2 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆164Apr 30, 2022Updated 4 years ago
- RAB: Provable Robustness Against Backdoor Attacks☆40Oct 3, 2023Updated 3 years ago
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆19Aug 3, 2026Updated 3 months ago
- ☆12Dec 8, 2022Updated 3 years ago
- ☆13Dec 8, 2022Updated 3 years ago
- Code for the paper "Quantifying Privacy Leakage in Graph Embedding" published in MobiQuitous 2020☆18Nov 11, 2021Updated 4 years ago
- 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.
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- Experiments codes for WSDM '24 paper "MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems"☆11May 31, 2024Updated 2 years ago
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Feb 4, 2022Updated 4 years ago
- ☆75Oct 30, 2023Updated 3 years ago
- FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)☆26Mar 24, 2023Updated 3 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆49Jul 7, 2022Updated 4 years ago
- Tilted Empirical Risk Minimization (ICLR '21)☆62Nov 10, 2023Updated 2 years ago