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

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Defense Against Gradient Leakage Attacks via Learning to Obscure Data



Yuxuan Wan , Han Xu , Xiaorui Liu , Jie Ren , Wenqi Fan , Jiliang Tang

* 13 pages, 2 figures 

   Access Paper or Ask Questions

Enhancing Adversarial Training with Feature Separability



Yaxin Li , Xiaorui Liu , Han Xu , Wentao Wang , Jiliang Tang

* 10 pages 

   Access Paper or Ask Questions

Color Invariant Skin Segmentation



Han Xu , Abhijit Sarkar , A. Lynn Abbott


   Access Paper or Ask Questions

Virtual Relational Knowledge Graphs for Recommendation



Lingyun Lu , Bang Wang , Zizhuo Zhang , Shenghao Liu , Han Xu


   Access Paper or Ask Questions

Jointly Attacking Graph Neural Network and its Explanations



Wenqi Fan , Wei Jin , Xiaorui Liu , Han Xu , Xianfeng Tang , Suhang Wang , Qing Li , Jiliang Tang , Jianping Wang , Charu Aggarwal


   Access Paper or Ask Questions

Imbalanced Adversarial Training with Reweighting



Wentao Wang , Han Xu , Xiaorui Liu , Yaxin Li , Bhavani Thuraisingham , Jiliang Tang


   Access Paper or Ask Questions

Towards the Memorization Effect of Neural Networks in Adversarial Training



Han Xu , Xiaorui Liu , Wentao Wang , Wenbiao Ding , Zhongqin Wu , Zitao Liu , Anil Jain , Jiliang Tang

* Preprint, under submission 

   Access Paper or Ask Questions

To be Robust or to be Fair: Towards Fairness in Adversarial Training



Han Xu , Xiaorui Liu , Yaxin Li , Jiliang Tang


   Access Paper or Ask Questions

Yet Meta Learning Can Adapt Fast, It Can Also Break Easily



Han Xu , Yaxin Li , Xiaorui Liu , Hui Liu , Jiliang Tang

* Meta Learning Robustnss 

   Access Paper or Ask Questions

1
2
>>