个人简介
个人简介 电气学院教授、博导、国家优秀青年基金获得者。2010年浙江大学本科毕业,2015年香港科技大学计算机系博士毕业。主要从事物联网安全,包括感知安全、AI安全、电网安全等方面的研究。论文发表于ACM CCS, IEEE S&P, USENIX Security, NDSS, ACM Mobicom, IEEE/ACM TMC, TDSC, TIFS, ToN, TWC等国际学术和期刊。获得2017年ACM CCS大会最佳论文奖(国内首次)、中国电子学会技术发明一等奖(排名3)、浙江省科技进步一等奖(排名5)、北京市科技进步一等奖(排名5)等。在物联网安全方面的研究成果被包括MIT Tech. Review, BBC News、人民网等国内外主流新闻媒体报道。 教育及工作经历 2024.01- 至今 教授,电气工程学院,浙江大学 2019.01-2023.12 副教授,电气工程学院,浙江大学 2017.01-2018.12 讲师,电气工程学院,浙江大学 2015.09-2016.12 研究员,华为香港研究院 2010.09-2015.07 博士,香港科技大学计算机系 2006.09-2010.06 本科,电子信息技术及仪器,浙江大学 代表研究项目 更多项目请参见 https //sites.google.com/site/xiaoyuijh/projects 1. 海豚音攻击 智能语音系统安全及防护 [ACM CCS 2017,最佳论文] 2. DeWiCam 基于机器学习和网络流量特征的无线摄像头检测 [ACM AsiaCCS 2018,最佳论文] 3. iCare 基于机器学习的儿童手机用户识别 [ACM HotMobile 2018]] 4. FBSleuth 基于设备硬件指纹的伪基站取证 [ACM AsiaCCS 2018] 研究团队 我隶属于智能系统安全实验室(USSLAB),实验室在研多个跟物联网安全、感知安全及隐私、人工智能、智能电网相关的课题,欢迎保研、考研的研究生同学和有兴趣的本科生加入实验室。有意愿加入实验室的同学可以发邮件到 xji@zju.edu.cn . 荣誉奖励 2022 浙江省科技进步一等奖 2020 中国电子学会技术发明一等奖 2019 北京市科技进步一等奖 2018 ACM AsiaCCS最佳会议论文奖 2017 ACM CCS最佳会议论文奖(国内首次) 2017 浙江大学十大学术进展 2017 Freebuf-WitAwards“年度最佳安全团队” 2011 香港政府奖学金(HKPF) “智能系统安全实验室(USSLAB)”欢迎优秀的博士、硕士及优秀本科同学加入实验室,从事物联网感知安全AI安全等,涉及图像、语音、自主系统等方面研究,欢迎有兴趣者联系。
研究领域
物联网安全、感知安全及隐私、人工智能安全、智能电网安全
近期论文
完整列表请参见: www.xiaoyu.dev 注1:CCF为中国计算机学会,其关于会议/期刊的排名在计算机领域具有重要参考价值。 注2:ACM CCS, Usenix Security, IEEE S&P和NDSS是网络安全四大顶级会议(Big 4)。 代表性文章 Big 4: ACM CCS (5), Usenix Security (9), IEEE S&P (5), NDSS (1). Best Paper Awards: ACM CCS 2017, AsiaCCS 2018, Qshine 2019, IEEE Trustcom 2014. Shilin Xiao, Xiaoyu Ji, Chen Yan, Zhicong Zheng, Wenyuan Xu, "MicPro: Microphone-based Voice Privacy Protection", accepted in the Proceeding of ACM Conference on Computer and Communications Security (CCS), 2023. Zizhi Jin, Xiaoyu Ji, Yushi Cheng, Bo Yang, Chen Yan, Wenyuan Xu, "PLA-LiDAR: Physical Laser Attacks against LiDAR-based 3D Object Detection in Autonomous Vehicle", accepted by IEEE Security & Privacy (Oakland), 2023. Ruochen Zhou, Xiaoyu Ji*, Chen Yan, Yi-Chao Chen, Chaohao Li, Wenyuan Xu, "DeHiREC: Detecting Hidden Voice Recorders via ADC Electromagnetic Radiation", accepted by IEEE Security & Privacy (Oakland), 2023. Qinhong Jiang, Xiaoyu Ji, Chen Yan, Zhixin Xie, Haina Lou, Wenyuan Xu,"GlitchHiker: Uncovering Vulnerabilities of Image Signal Transmission with IEMI", accepted by USENIX Security Symposium (USENIX Security), 2023. Yan Jiang, Xiaoyu Ji*, Kai Wang, Chen Yan, Richard Mitev (Technische University of Darmstadt), Ahmad-Reza Sadeghi, Wenyuan Xu*, "WIGHT: Wired Ghost Touch Attack on Capacitive Touchscreens", in IEEE Security & Privacy (Oakland), 2022. Ruiwen He, Xiaoyu Ji*, Xinfeng Li, Yushi Cheng, Wenyuan Xu, "OK, Siri" or "Hey, Google": Evaluating Voiceprint Distinctiveness via Content-based PROLE Score", accepted by the 31stt USENIX Security Symposium (USENIX Security), 2022. Kai Wang, Richard Mitev, Chen Yan, Xiaoyu Ji*, Ahmad-Reza Sadeghi, and Wenyuan Xu, "GhostTouch: Targeted Attacks on Touchscreens without Physical Touch", accepted by the 31stt USENIX Security Symposium (USENIX Security), 2022. Chen Yan, Zhijian Xu, Zhanyuan Yin, Xiaoyu Ji*, and Wenyuan Xu, "Rolling Colors: Adversarial Laser Exploits against Traffic Light Recognition", accepted by the 31stt USENIX Security Symposium (USENIX Security), 2022. Xiaoyu Ji, Yushi Cheng, Yuepeng Zhang, Kai Wang, Chen Yan, Wenyuan Xu, Kevin Fu, "Poltergeist: Acoustic Manipulation of Image Stabilization towards Object Mis-Labeling", in IEEE Security & Privacy (Oakland), 2021 (acceptance ratio: 12.1%). Xiaoyu Ji, Juchuan Zhang, Shui Jiang, Jishen Li, and Wenyuan Xu, "CapSpeaker: Injecting Sounds to Microphones via Capacitors", In the Proceeding of ACM Conference on Computer and Communications Security (CCS), 2021. Yushi Cheng, Xiaoyu Ji*, Lixu Wang, Qi Pang, Yi-Chao Chen, Wenyuan Xu, mID: Tracing Screen Photos via Moiré Patterns, accepted by the 30th USENIX Security Symposium (USENIX Security), 2021. Guoming Zhang, Xiaoyu Ji*, Xinfeng Li, Gang Qu, Wenyuan Xu, "EarArray: Defending against Dolphinattacks via Acoustic Attenuation", accepted by the Network and Distributed System Security Symposium (NDSS) , 2021. Yushi Cheng, Xiaoyu Ji*, Wenyuan Xu, Yichao Chen, "DeMiCPU: Device Fingerprinting with Magnetic Signals Radiated by CPU", In the Proceeding of ACM Conference on Computer and Communications Security (CCS), 2019. (acceptance ratio: 16%). Guoming Zhang, Chen Yan, Xiaoyu Ji*, Tianchen Zhang, Taimin Zhang and Wenyuan Xu*, "DolphinAttack: Inaudible Voice Commands", In the Proceeding of ACM Conference on Computer and Communications Security (CCS), 2017. (acceptance ratio: 18%) (*Corresponding author) (Best Paper Award) Yushi Cheng, Xiaoyu Ji*, Tianyang Lu and Wenyuan Xu, "DeWiCam: Detecting Hidden Wireless Cameras via Smartphones", in ACM Asia Conference on Computer and Communications Security (ASIACCS) 2018. (Best Paper Award) (acceptance ratio: 20%) Xiaoyu Ji, Xinyan Zhou, Chen Yan, Jiangyi Deng, Wenyuan Xu, "A Nonlinearity-based Secure Face-to-Face Device Authentication for Mobile Devices", accepted by IEEE Transactions on Mobile Computing (TMC). Xiaoyu Ji, Xinyan Zhou, Miao Xu, Wenyuan Xu and Yabo Dong, "OPCIO: Optimizing Power Consumption for Embedded Devices via GPIO Configuration", ACM Transactions on Sensor Networks (TOSN), accepted, Jan., 2020. Xiaoyu Ji, Yuan He, Jiliang Wang, Wei Dong, Xiaopei Wu, and Yunhao Liu, "Walking down the STAIRS: Efficient Collision Resolution in Wireless Sensor Networks", In the Proceeding of IEEE Conference on Computer Communications (INFOCOM), 2014. (acceptance Rate: 19.4%) [PDF] [Slides] [Bibtex] Xiaoyu Ji, Yuan He, Jiliang Wang, Kaishun Wu, Daibo Liu, Ke Yi, and Yunhao Liu, "On Improving Wireless Channel Utilization: A Collision Tolerance-based Approach", IEEE Transactions on Mobile Computing (TMC), accepted. Xiaoyu Ji, Jiliang Wang, Mingyan Liu, Yubo Yan, Panlong Yang, and Yunhao Liu, "Hitchhike: A Preamble-based Control Plane for SNR-sensitive Wireless Networks", IEEE Transactions on Wireless Communications (TWC), accepted.