Xinlei He

Node-Level Membership Inference Attacks Against Graph Neural Networks pdf

Michael Backes, Yang Zhang, Xinlei He, 2021, ArXiv.

Cross-site Prediction on Social Influence for Cold-start Users in Online Social Networks

Qingyuan Gong, Xin Wang, Xinlei He, 2021, ACM Trans. Web.

Quantifying and Mitigating Privacy Risks of Contrastive Learning

Yang Zhang, Xinlei He, Yang Zhang, 2021, CCS.

DatingSec: Detecting Malicious Accounts in Dating Apps Using a Content-Based Attention Network

Qingyuan Gong, Xin Wang, Yang Zhang, 2021, IEEE Transactions on Dependable and Secure Computing.

ML-Doctor: Holistic Risk Assessment of Inference Attacks Against Machine Learning Models pdf

Emiliano De Cristofaro, Mario Fritz, Michael Backes, 2021, USENIX Security Symposium.