Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Yan Kang

Defending Label Inference and Backdoor Attacks in Vertical Federated Learning

Dec 10, 2021
Yang Liu, Zhihao Yi, Yan Kang, Yuanqin He, Wenhan Liu, Tianyuan Zou, Qiang Yang

* 9 pages, 7 figures, related previous work see arXiv:2007.03608 

  Access Paper or Ask Questions

Privacy-preserving Federated Adversarial Domain Adaption over Feature Groups for Interpretability

Nov 22, 2021
Yan Kang, Yang Liu, Yuezhou Wu, Guoqiang Ma, Qiang Yang

  Access Paper or Ask Questions

FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning

Nov 16, 2021
Yuezhou Wu, Yan Kang, Jiahuan Luo, Yuanqin He, Qiang Yang

  Access Paper or Ask Questions

SecureBoost+ : A High Performance Gradient Boosting Tree Framework for Large Scale Vertical Federated Learning

Oct 21, 2021
Weijing Chen, Guoqiang Ma, Tao Fan, Yan Kang, Qian Xu, Qiang Yang

  Access Paper or Ask Questions

Federated Deep Learning with Bayesian Privacy

Sep 27, 2021
Hanlin Gu, Lixin Fan, Bowen Li, Yan Kang, Yuan Yao, Qiang Yang

  Access Paper or Ask Questions

FedMVT: Semi-supervised Vertical Federated Learning with MultiView Training

Aug 25, 2020
Yan Kang, Yang Liu, Tianjian Chen

* International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with IJCAI 2020 (FL-IJCAI'20) 

  Access Paper or Ask Questions

FedML: A Research Library and Benchmark for Federated Machine Learning

Jul 27, 2020
Chaoyang He, Songze Li, Jinhyun So, Mi Zhang, Hongyi Wang, Xiaoyang Wang, Praneeth Vepakomma, Abhishek Singh, Hang Qiu, Li Shen, Peilin Zhao, Yan Kang, Yang Liu, Ramesh Raskar, Qiang Yang, Murali Annavaram, Salman Avestimehr

* We maintain the source code, documents, and user community at 

  Access Paper or Ask Questions

A Communication Efficient Vertical Federated Learning Framework

Dec 27, 2019
Yang Liu, Yan Kang, Xinwei Zhang, Liping Li, Yong Cheng, Tianjian Chen, Mingyi Hong, Qiang Yang

  Access Paper or Ask Questions

Picasso, Matisse, or a Fake? Automated Analysis of Drawings at the Stroke Level for Attribution and Authentication

Nov 08, 2017
Ahmed Elgammal, Yan Kang, Milko Den Leeuw

  Access Paper or Ask Questions