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:
- Implementing the algorithm from our paper: "A Reputation Mechanism Is All You Need: Collaborative Fairness and Adversarial Robustness in …☆39May 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 last year
- Official implementation of our work "Collaborative Fairness in Federated Learning."☆55May 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)☆253Dec 2, 2023Updated 2 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.
- Query-Efficient Data-Free Learning from Black-Box Models☆23Mar 20, 2023Updated 3 years ago
- Implementation and results for ICTIR2021 paper: Effective and Privacy-preserving Federated Online Learning to Rank☆11Jul 24, 2021Updated 5 years ago
- Research simulation toolkit for federated learning☆13Nov 7, 2020Updated 5 years ago
- Memory-Economic Continual Test-Time Model Adaptation☆34Aug 29, 2023Updated 2 years ago
- ☆12Sep 12, 2021Updated 4 years ago
- Official Repository for MocoSFL (accepted by ICLR '23, notable 5%)☆53Mar 15, 2023Updated 3 years ago
- Federated Learning package☆21Aug 16, 2021Updated 4 years ago
- ☆21Oct 25, 2021Updated 4 years ago
- Supervised Learning approach to Detect Anomalies in Blockchain using Federated Learning☆34May 27, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Enhancing Efficiency in Multidevice Federated Learning through Data Selection☆13Apr 15, 2024Updated 2 years ago
- Membership Inference Attack on Federated Learning☆13Jan 14, 2022Updated 4 years ago
- ☆36Mar 20, 2021Updated 5 years ago
- This course introduced me to three cutting-edge technologies for privacy-preserving AI: Federated Learning, Differential Privacy, and Enc…☆11Sep 2, 2019Updated 6 years ago
- Salvaging Federated Learning by Local Adaptation☆56Jul 25, 2024Updated 2 years ago
- Implementation of the DeepSqueeze paper: https://cs.brown.edu/people/acrotty/pubs/3318464.3389734.pdf☆12Oct 14, 2021Updated 4 years ago
- Code for the paper "Quantifying Privacy Leakage in Graph Embedding" published in MobiQuitous 2020☆18Nov 11, 2021Updated 4 years ago
- PyTorch implementation of Joint Privacy Enhancement and Quantization in Federated Learning (IEEE TSP 2023)☆18Oct 28, 2025Updated 8 months ago
- Federated learning + blockchain example☆12Sep 13, 2022Updated 3 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- RAB: Provable Robustness Against Backdoor Attacks☆40Oct 3, 2023Updated 2 years ago
- KNN Defense Against Clean Label Poisoning Attacks☆13Sep 24, 2021Updated 4 years ago
- ☆19Feb 20, 2024Updated 2 years ago
- Proof of concept for CryptoDL made for BigSec course @ EURECOM☆19May 14, 2019Updated 7 years ago
- From Gradient Leakage to Adversarial Attacks in Federated Learning☆15Sep 21, 2021Updated 4 years ago
- The HyFed framework provides an easy-to-use API to develop federated, privacy-preserving machine learning algorithms.☆18Sep 10, 2025Updated 10 months ago
- Gradient-Leakage Resilient Federated Learning☆15Jul 25, 2022Updated 4 years ago
- ☆12Dec 8, 2022Updated 3 years ago
- Experiments codes for WSDM '24 paper "MultiFS: Automated Multi-Scenario Feature Selection in Deep Recommender Systems"☆11May 31, 2024Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Preserve data privacy with k-anonymity (samarati & mondrian), differential privacy, federated learning, paillier homomorphic encryption, …☆61Feb 4, 2022Updated 4 years ago
- FedDANE: A Federated Newton-Type Method (Asilomar Conference on Signals, Systems, and Computers ‘19)☆26Mar 24, 2023Updated 3 years ago
- verifying machine unlearning by backdooring☆20Mar 25, 2023Updated 3 years ago
- Federated Block Coordinate Descent (FedBCD) code for "Federated Block Coordinate Descent Scheme for Learning Global and Personalized Mode…☆16Dec 27, 2020Updated 5 years ago
- CVPR 2022: RSCFed: Random Sampling Consensus Federated Semi-supervised Learning☆49Jul 7, 2022Updated 4 years ago
- The implementation of FedBCD algorithm published in the paper "FedBCD: A Communication-Efficient Collaborative Learning Framework for Dis…☆16Jul 2, 2024Updated 2 years ago
- Implementation of DAG BFT protocols☆12Apr 7, 2022Updated 4 years ago