侯嘉慧

邮件：jhhou@ustc.edu.cn


主要研究方向：智能物联网安全、人工智能安全、端边云计算等



侯嘉慧，中国科学技术大学特任教授。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。主要的研究方向是人工智能安全，端边云计算。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二十余篇。


招生信息：欢迎对人工智能安全，智能物联网安全包括感知与计算安全感兴趣的同学跟我联系。


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, 2022, 4270-4284;

  2. Yunhao Yao, Jiahui Hou*, Sijia Zhang and Xiang-Yang Li, Traffic Processing and Fingerprint Generation for Smart Home Device Event, IEEE International Conference on Parrallel and Distributed Systems,2022;

  3. Xing Guo, Jie Quan, Jiahui Hou*,…, Accurately Identify and Localize Commodity Devices from Encrypted Smart Home Traffic, IEEE International Conference on Mobility, Sensing and Networking, 2022;

  4. 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, 9312-9324;

  5. 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;   

  6. 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; 

  7. 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; 

  8. 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;  

  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; 

  10. Jianwei Qian, Haohua Du, Jiahui Hou, Linlin Chen, Taeho Jung, Xiang-Yang Li, Hidebehind: Enjoy Voice Input with Voiceprint Unclonability and Anonymity. SenSys 2018: 82-94


（更新于2022年12月）