Hongsheng Hu

Source Inference Attacks in Federated Learning

Hongsheng Hu, Zoran Salčić, Lichao Sun et al. · 2021 IEEE International Conference on Data Mining (ICDM) · 2021 · 90 citations

Privacy Protection, Engineering, Machine Learning +20

Sports match prediction model for training and exercise using attention-based LSTM network

Qiyun Zhang, Xuyun Zhang, Hongsheng Hu et al. · Digital Communications and Networks · 2021 · 53 citations · Full text

Membership Inference via Backdooring

Hongsheng Hu, Zoran Salčić, Gillian Dobbie et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 32 citations · Full text

Artificial Intelligence, Privacy Protection, Engineering +21

Differentially private locality sensitive hashing based federated recommender system

Hongsheng Hu, Gillian Dobbie, Zoran Salčić et al. · Concurrency and Computation Practice and Experience · 2021 · 28 citations

Engineering, Information Security, Data Science +18

Source Inference Attacks: Beyond Membership Inference Attacks in Federated Learning

Hongsheng Hu, Xuyun Zhang, Zoran Salčić et al. · IEEE Transactions on Dependable and Secure Computing · 2023 · 26 citations

Privacy Protection, Engineering, Machine Learning +22