近年来发表十篇代表性论文(*表示通讯作者)：

1.    Zhang J,  Hou J*, Zhang H, et al.  Efficient and High Fidelity Multimodal Machine Unlearning for Information With Deep Memory.  [J]//  IEEE Transactions on Dependable and Secure Computing. 2026, in press.

2.    Zhang B, Hou J*,  Zhang J, et al. FlexiTensor: Adaptive Multi-Task Deployment of LLMs on Resource-Constrained Heterogeneous Edge Devices. [J]// IEEE Transactions on Parallel and Distributed Systems. 2026, in press.

3.    Wang Z, Hou J*, Sun H, et al. Task-Oriented Training Data Privacy Protection for Cloud-based Model Training. [C]//34th USENIX Security Symposium. 2025.

4.       Zhang J, Liu S, Hou J*, etal. SpeechGuard: Recoverable and Customizable Speech Privacy Protection. [C]//34th USENIX Security Symposium. 2025.

5.       Zhang B, Zhang J, Hou J*, et al.TensAllo: Adaptive Deployment of LLMs on Resource-Constrained Heterogeneous Edge Devices. [C]// IEEE International Conference on Computer Communications 2025, London, UK.

6.       Zhang J, Hou J*, Tian Ye, et al. WordWhisper: Exploiting Real-Time, Hardware-Dependent IoT Communication Against Eavesdropping. [J]//  IEEE Transactions on  Mobile Computing.24(1): 15-29 (2025)

7.       Hou J, Liu D, Huang C, et al. Data protection: Privacy-preserving data collection with validation. [J]//IEEE Transactions on Dependable and Secure Computing, 2023, 21.4: 3422-3438.

8.       Hou J, Liu H, Liu Y, et al. Model Protection: Real-time Privacy-preserving Inference Service for Model Privacy at the Edge. [J]// IEEE Transactions on Dependable and Secure Computing, 2022, 4270-4284;

9.       Hou J,  Li X-Y, Zhu P, et al. SignSpeaker: A Real-time, High-Precision SmartWatch-based Sign Language Translator. [C]// International Conference on Mobile Computing and Networking, 2019, 1-15;

10.   Hou J, Li X-Y, Jung T, et al, CASTLE: Enhancing the Utility of Inequality Query Auditing Without Denial Threats. [J]// IEEE Transactions on Information Forensics and Security, 2018, 1656 – 1669;