Publications

Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang (2022). Membership Inference via Backdooring. 2022 International Joint Conference on Artificial Intelligence (IJCAI).

Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Philip S. Yu, Xuyun Zhang (2022). Membership Inference Attacks on Machine Learning: A Survey. ACM Computing Surveys.

Hongsheng Hu, Zoran Salcic, Lichao Sun, Gillian Dobbie, Xuyun Zhang (2021). Source Inference Attacks in Federated Learning. 2021 IEEE International Conference on Data Mining (ICDM).

Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Yi Chen, Xuyun Zhang (2021). EAR: An Enhanced Adversarial Regularization Approach against Membership Inference Attacks. 2021 International Joint Conference on Neural Networks (IJCNN).

Meng Liu, Hongsheng Hu, Haolong Xiang, Chi Yang, Lingjuan Lyu, Xuyun Zhang (2021). Clustering-based Efficient Privacy-preserving Face Recognition Scheme without Compromising Accuracy. ACM Transactions on Sensor Networks.

Hongsheng Hu, Gillian Dobbie, Zoran Salcic, Meng Liu, Jianbing Zhang, Xuyun Zhang (2020). A Locality Sensitive Hashing Based Approach for Federated Recommender System. 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing (CCGRID).