tanjuntao / VFL_paper_listLinks
vertical federated learning paper lists
☆76Updated 4 years ago
Alternatives and similar repositories for VFL_paper_list
Users that are interested in VFL_paper_list are comparing it to the libraries listed below
Sorting:
- ☆110Updated 4 years ago
- ☆174Updated 11 months ago
- ☆46Updated last year
- 基于《A Little Is Enough: Circumventing Defenses For Distributed Learning》的联邦学习攻击模型☆64Updated 5 years ago
- Codebase for An Efficient Framework for Clustered Federated Learning.☆118Updated 4 years ago
- Code for the CCS'22 paper "Federated Boosted Decision Trees with Differential Privacy"☆48Updated last year
- FedMD: Heterogenous Federated Learning via Model Distillation☆158Updated 4 years ago
- Implementation of dp-based federated learning framework using PyTorch☆308Updated 2 years ago
- Standard federated learning implementations in FedLab and FL benchmarks.☆153Updated last year
- Code for NDSS 2021 Paper "Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses Against Federated Learning"☆148Updated 3 years ago
- Paper collection of federated learning. Conferences and Journals Collection for Federated Learning from 2019 to 2021, Accepted Papers, Ho…☆94Updated 3 years ago
- Ditto: Fair and Robust Federated Learning Through Personalization (ICML '21)☆147Updated 3 years ago
- Code for "Analyzing Federated Learning through an Adversarial Lens" https://arxiv.org/abs/1811.12470☆151Updated 3 years ago
- Implementation of the paper "Self-Balancing Federated Learning With Global Imbalanced Data in Mobile Systems"☆46Updated last year
- Privacy Preserving Vertical Federated Learning☆218Updated 2 years ago
- A sybil-resilient distributed learning protocol.☆104Updated last month
- THU-AIR Vertical Federated Learning general, extensible and light-weight framework☆99Updated last year
- [NeurIPS 2019 FL workshop] Federated Learning with Local and Global Representations☆241Updated last year
- Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints☆177Updated 4 years ago
- Differentially Private Federated Learning on Heterogeneous Data☆68Updated 3 years ago
- Tutorials and paper lists for federated learning☆67Updated 3 years ago
- ☆34Updated 4 years ago
- Source code for paper "How to Backdoor Federated Learning" (https://arxiv.org/abs/1807.00459)☆306Updated last year
- Concentrated Differentially Private Gradient Descent with Adaptive per-iteration Privacy Budget☆49Updated 7 years ago
- ☆26Updated 5 years ago
- reveal the vulnerabilities of SplitNN☆31Updated 3 years ago
- Code for Paper "Private federated learning on vertically partitioned data via entity resolution and additively homomorphic encryption"☆32Updated 2 years ago
- ⚔️ Blades: A Unified Benchmark Suite for Attacks and Defenses in Federated Learning☆148Updated 7 months ago
- An open source FL implement with dataset(Femnist, Shakespeare, MNIST, Cifar-10 and Fashion-Mnist) using pytorch☆131Updated 2 years ago
- A Benchmark of Real-world Image Dataset for Federated Learning☆42Updated 6 years ago