侯嘉慧 特任教授

邮件：jhhou@ustc.edu.cn

主要研究方向：智能物联网、人工智能安全、端边云计算等

侯嘉慧，女，中国科学院技术大学特任教授。2015年毕业于中国科学技术大学，获得计算机学院学士学位，2020年在美国伊利诺伊理工大学获得博士学位，2021年于加拿大滑铁卢大学任博士后研究员。2022年7月加入中国科学技术大学计算机学院李向阳院长创建的LINKE实验室。主要的研究方向是智能物联网，人工智能安全。在ACM MobiCom, IEEE TIFS, IEEE TDSC等计算机网络及网络与信息安全的一流国际会议及期刊上发表论文多篇。

 近五年发表代表性论文：

1.       Jiahui Hou, Huiqi Liu, Yunxin Liu, Yu Wang, Peng-Jun Wan, Xiang-Yang Li, Model Protection: Real-time Privacy-preserving Inference Service for Model Privacy at the Edge, IEEE Transactions on Dependable and Secure Computing, 2021, in press; （CCF A）

2.       Jiahui Hou, Xiang-Yang Li, Peide Zhu, Zefan Wang,Yu Wang, Jianwei Qian, Panlong Yang, SignSpeaker: A Real-time, High-Precision SmartWatch-based Sign Language Translator, International Conference on Mobile Computing and Networking, 2019, 1-15;  (CCF A)

3.        Jiahui Hou, Jianwei Qian, Yu Wang, Xiang-Yang Li, Haohua Du, Linlin Chen, ML defense: Against Prediction API Threats in Cloud-Based Machine Learning Service, IEEE/ACM International Symposium on Quality of Service, 2019, 1-10; (CCF B)

4.       Jiahui Hou, Xiang-Yang Li, Taeho Jung, Yu Wang, Daren Zhang,         CASTLE: Enhancing the Utility of Inequality Query Auditing Without Denial Threats, IEEE Transactions on Information Forensics and Security, 2018, 1656 – 1669;  (CCF A)

5.        Dongxiao Liu, Cheng Huang, Liang Xue, Jiahui Hou, Xuemin Shen, Weihua Zhuang, Rob Sun, Bidi Ying, Authenticated and Prunable Dictionary for Blockchain-based VNF Management, 2022, IEEE Transactions on Wireless Communications, 2022, in press   (CCF B)

6.        Nader Bouacida, Jiahui Hou, Hui Zang, Xin Liu, Adaptive Federated Dropout: Improving Communication Efficiency and Generalization for Federated Learning, IEEE Conference on Computer Communications Workshops, 2021, 1-6; 

7.       Jianwei Qian, Haohua Du, Jiahui Hou, Linlin Chen, Taeho Jung, Xiangyang Li, Speech Sanitizer: Speech Content Desensitization and Voice Anonymization, IEEE Transactions on Dependable and Secure Computing , 2020, 2631-2642;   (CCF A)

8.        Haohua Du, Linlin Chen, Jianwei Qian, Jiahui Hou, Taeho Jung, Xiang-Yang Li, PatronuS: A System for Privacy-Preserving Cloud Video Surveillance, IEEE Journal on Selected Areas in Communication, 2020, 1252-1261;   (CCF A).

9.        Jianwei Qian, Feng Han, Jiahui Hou, Chunhong Zhang, Yu Wang, Xiang-Yang Li, Towards Privacy-Preserving Speech Data Publishing, IEEE International Conference on Computer Communications, 2018, 1-9; (CCF A)

10.    Jianwei Qian, Haohua Du, Jiahui Hou, Linlin Chen, Taeho Jung, Xiang-Yang Li, Hidebehind: Enjoy Voice Input with Voiceprint Unclonability and Anonymity, ACM Conference on Embedded Networked Sensor Systems, 2018, 1-13; (CCF B)