侯嘉慧

郵件：jhhou@ustc.edu.cn


主要研究方向：智能物聯網安全、人工智能安全、端邊雲計算等



侯嘉慧，中國科學技術大學特任教授。2015年畢業於中國科學技術大學，獲得計算機學院學士學位，2020年在美國伊利諾伊理工大學獲得博士學位，2021年於加拿大滑鐵盧大學任博士後研究員。2022年7月加入中國科學技術大學計算機學院。主要的研究方向是人工智能安全，端邊雲計算。在ACM MobiCom, IEEE TIFS, IEEE TDSC等計算機網絡及網絡與信息安全的一流國際會議及期刊上發表論文二十餘篇。


招生信息：歡迎對人工智能安全，智能物聯網安全包括感知與計算安全感興趣的同學跟我聯係。


近五年發表代表性論文：

  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


（更新於2022年12月）


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