沈之浩,助理教授
网络空间安全学院
沈之浩,西安交通大学电信学部网络空间安全学院助理教授,硕士生导师。入选西安交通大学“青年优秀人才计划”。以第一作者身份在ACM MobiCom、IEEE InfoCom、ACM SenSys、IEEE TIFS、IEEE TMC、IEEE TKDE、IEEE IOTJ等安全、移动计算领域顶级期刊/会议发表论文10余篇。参与编写用户行为分析专著(副主编)1部;在国际顶级会议口头报告研究成果多次;担任ACM UbiComp、IEEE TMC等国际顶级会议、期刊审稿人;主持国家自然科学基金青年项目,参与多项国家、省部级、华为、OPPO等校企联合研究课题。
研究方向:信息安全、移动计算、大数据分析、大模型、区块链
1. GinApp: An Inductive Graph Learning based Framework for Application Usage Prediction. (CCF A, IEEE InfoCom’23)
Zhihao Shen, Xi Zhao, Jianhua Zou.
2. DMM: Fast Map Matching for Cellular Data. (CCF A, ACM MobiCom’20)
Zhihao Shen, W Du, Xi Zhao, Jianhua Zou.
3. DeepAPP: A Deep Reinforcement Learning Framework for Mobile Application Usage Prediction. (CCF B, ACM SenSys’19).
Zhihao Shen, K Yang, W Du, Xi Zhao, Jianhua Zou.
4. DMM: A Deep Reinforcement Learning based Map Matching Framework for Cellular Data (CCF A, IEEE Transactions on Knowledge and Data Engineering)
Zhihao Shen, K Yang, Xi Zhao, Jianhua Zou, W Du, Junjie Wu
5. DeepAPP: A Deep Reinforcement Learning Framework for Mobile Application Usage Prediction. (CCF A, IEEE Transactions on Mobile Computing).
Zhihao Shen, K Yang, W Du, Xi Zhao, Jianhua Zou.
6. MMAuth: A Continuous Authentication Framework on Smartphones using Multiple Modalities. (CCF A, IEEE Transactions on Information Forensics and Security)
Zhihao Shen, Li Shun, Xi Zhao, Jianhua Zou.
7. CT-Auth: Capacitive Touchscreen-based Continuous Authentication on Smartphones. (CCF A, IEEE Transactions on Knowledge and Data Engineering)
Zhihao Shen, Shun Li, Xi Zhao, Jianhua Zou.
8. IncreAuth: An Incremental Learning based Continuous Authentication Framework on Smartphones. (JCR 1区, IEEE Internet of Things Journal).
Zhihao Shen, Shun Li, Xi Zhao, Jianhua Zou.
9. Retrieving Similar Trajectories from Cellular Data at City Scale. (CCF B, ACM TOSN).
Zhihao Shen, W Du, Xi Zhao, Jianhua Zou.