Securely outsourcing neural network inference to the cloud with lightweight techniques X Liu, Y Zheng, X Yuan, X Yi IEEE Transactions on Dependable and Secure Computing 20 (1), 620-636, 2022 | 38 | 2022 |
Leia: A lightweight cryptographic neural network inference system at the edge X Liu, B Wu, X Yuan, X Yi IEEE Transactions on Information Forensics and Security 17, 237-252, 2021 | 30 | 2021 |
MediSC: Towards Secure and Lightweight Deep Learning as a Medical Diagnostic Service X Liu, Y Zheng, X Yuan, X Yi Computer Security–ESORICS 2021: 26th European Symposium on Research in …, 2021 | 24 | 2021 |
A survey on federated unlearning: Challenges, methods, and future directions Z Liu, Y Jiang, J Shen, M Peng, KY Lam, X Yuan, X Liu ACM Computing Surveys, 2023 | 17 | 2023 |
Privacy-preserving collaborative analytics on medical time series data X Liu, Y Zheng, X Yi, S Nepal IEEE Transactions on Dependable and Secure Computing 19 (3), 1687-1702, 2020 | 16 | 2020 |
EncSIM: An encrypted similarity search service for distributed high-dimensional datasets X Liu, X Yuan, C Wang 2017 IEEE/ACM 25th International Symposium on Quality of Service (IWQoS), 1-10, 2017 | 16 | 2017 |
Privacy-preserving collaborative medical time series analysis based on dynamic time warping X Liu, X Yi Computer Security–ESORICS 2019: 24th European Symposium on Research in …, 2019 | 14 | 2019 |
Enabling secure deduplication in encrypted decentralized storage B Zhang, H Cui, Y Chen, X Liu, Z Yu, B Guo International Conference on Network and System Security, 459-475, 2022 | 5 | 2022 |
Trust assessment for mobile crowdsensing via device fingerprinting H Cui, J Liao, Z Yu, Y Xie, X Liu, B Guo ISA transactions 141, 93-102, 2023 | 4 | 2023 |
MUD-PQFed: Towards Malicious User Detection in Privacy-Preserving Quantized Federated Learning DA Hua Ma, Qun Li, Yifeng Zheng, Zhi Zhang, Xiaoning Liu, Yansong Gao, Said ... Computers & Security, 2023 | 4* | 2023 |
Enabling privacy-Assured mobile advertisement targeting and dissemination Z Shi, X Liu, X Yuan Proceedings of the Fifth ACM International Workshop on Security in Cloud …, 2017 | 3 | 2017 |
Deep learning-based medical diagnostic services: A secure, lightweight, and accurate realization 1 X Liu, Y Zheng, X Yuan, X Yi Journal of Computer Security 30 (6), 795-827, 2022 | 2 | 2022 |
Towards privacy-preserving forensic analysis for time-series medical data X Liu, X Yuan, J Liu 2018 17th IEEE International Conference On Trust, Security And Privacy In …, 2018 | 2 | 2018 |
Decentralized and secure deduplication with dynamic ownership in MLaaS B Zhang, H Cui, X Liu, Y Chen, Z Yu, B Guo Journal of Information Security and Applications 76, 103524, 2023 | 1 | 2023 |
Model Extraction Attacks on Privacy-Preserving Deep Learning based Medical Services X Wang, X Liu, X Yi, X Yang, I Gondal The International Web Information Systems Engineering conference (WISE), 2024 | | 2024 |
EarPass: Unlock When Wearing Your Earphones Y Xie, M Gao, X Liu, S Huana, H Cui, Z Yu, B Guo 2024 IEEE 44th International Conference on Distributed Computing Systems …, 2024 | | 2024 |
Model Extraction Attack on MPC Hardened Vertical Federated Learning X Wang, X Liu, X Yi International Conference on Provable and Practical Security (ProvSec), 2024 | | 2024 |
GoCrowd: Obliviously Aggregating Crowd Wisdom With Quality Awareness in Crowdsourcing X Liu, Y Zheng, X Yuan, X Yi IEEE Transactions on Dependable and Secure Computing, 1-13, 2024 | | 2024 |
Lightweight Multimodal Defect Detection at the Edge via Cross-Modal Distillation B Wang, T Xing, X Liu, Z Peng, H Cui 2024 IEEE/ACM International Symposium on Quality of Service (IWQoS), 2024 | | 2024 |
{OblivGNN}: Oblivious Inference on Transductive and Inductive Graph Neural Network Z Xu, S Lai, X Liu, A Abuadbba, X Yuan, X Yi 33rd USENIX Security Symposium (USENIX Security 24), 2209-2226, 2024 | | 2024 |