Guoming Zhang (张国明 山东大学)

News

招收硕士、博士研究生(不限于信息安全、计算机、物理、电子、电气等相关专业),欢迎发送简历到 guomingzhang@sdu.edu.cn

• “LaserAdv” was accepted by USENIX Security '24.

• "EchoLight" and "RF-Parrot" was accepted by IEEE INFOCOM 2024.

• Nominated for ACM China Rising Star Award, 2022. (ACM中国新星提名奖)

• Received ACM SigAPP China Rising Star Award, 2022. (ACM SigAPP中国新星奖) 

• "TraceDroid" has been awarded as the Best Paper Award at the WASA 2022.

• "AccEar"  was accepted by IEEE S&P 2022. 

• Serving as TPC member for IEEE MASS 2022, 2023,  and EdgeSP 2022.

• "EarArray" has been accepted by the NDSS 2021.

• "UltraComm"  has been awarded as the Best Paper Award at the Qshine 2019.

• "DolphinAttack" has been accepted and won the Best Paper Award at ACM CCS 2017. （国内首次）

Research Interests

My interests are in the areas of IoT security and mobile computing, especially for the security of voice controllable systems and machine learning:  1) AI Security; 2) IoT Security: Smartphone security, security of cyber-physical systems; 3) Mobile Computing.

DophinAttack (海豚音攻击) 

Publications (Google Scholar) 

• Guoming Zhang, Xiaohui Ma, Huiting Zhang, Yanni Yang, Xiaoyu Ji, Xiuzhen Cheng, Pengfei Hu.  "Laser Adversarial Attacks on Speech Recognition Systems",  USENIX Security 2024, CCF A.

• Guoming Zhang, Zhijie Xiang, Heqiang Fu, Yanni Yang, Pengfei Hu. "EchoLight: Sound Eavesdropping based on Ambient Light Reflection", accepted by the IEEE International Conference on Computer Communications (INFOCOM) 2024, CCF A.

• Yanni Yang, Genglin Wang, Zhenlin An, Pengfei Hu, Xiuzhen Cheng, Guoming Zhang. "RF-Parrot: Wireless Eavesdropping on Wired Audio", accepted by the IEEE International Conference on Computer Communications (INFOCOM) 2024, CCF A.

• Yang, Yanni; An, Zhenlin; Cao, Jiannong; Wang, Yanwen; Hu, Pengfei; Zhang, Guoming; Cheng, Xiuzhen. "Jump out of Resonance: A Practical NFC Tag Fingerprinting Scheme",  IEEE Transactions on Mobile Computing (TMC) 2023, CCF A. 

• Guoming Zhang, Xiaoyu Ji, Xinyan Zhou, Donglian Qi, Wenyuan Xu. "Ultrasound Communication Using the Nonlinearity Effect of Microphone Circuits in Smart Devices", accepted by the ACM Transactions on Sensor Networks (TOSN) 2023, CCF B.

• Xianglong Zhang, Huanle Zhang, Guoming Zhang, Hong Li, Dongxiao Yu, Xiuzhen Cheng, Pengfei Hu. "Model Poisoning Attack on Neural Network without Reference Data", accepted by the IEEE Transactions on Computers (TC) 2023, CCF A.

• Xiaoyu Ji, Guoming Zhang, Xinfeng Li, Gang Qu, Xiuzhen Cheng, Wenyuan Xu. "Detecting Inaudible Voice Commands via Acoustic Attenuation by Multi-channel Microphones", accepted by the IEEE Transactions on Dependable and Secure Computing (TDSC) 2023, CCF A.

• Yanni Yang, Jiannong Cao, Zhenlin An, Yanwen Wang, Pengfei Hu, Guoming Zhang. "NFChain: A Practical Fingerprinting Scheme for NFC Tag Authentication", accepted by the IEEE International Conference on Computer Communications (INFOCOM) 2023, CCF A.

• Pengfei Hu, Hui Zhuang, Panneer Selvam Santhalingam, Riccardo Spolaor, Parth Pathak, Guoming Zhang, Xiuzhen Cheng. "AccEar: Accelerometer Acoustic Eavesdropping with Unconstrained Vocabulary", IEEE Symposium on Security and Privacy (S&P)  2022, CCF A. PDF

• 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, CCF A. PDF

• Guoming Zhang, Chen Yan, Xiaoyu Ji, Tianchen Zhang, Taimin Zhang, Wenyuan Xu. “DolphinAttack: Inaudible Voice Commands,” in Proceedings of the 24th ACM Conference on Computer and Communications Security (CCS) 2017, CCF A. (Best Paper Award, 国内首次) PDF

• Guoming Zhang, Xiaoyu Ji, Xinyan Zhou, Donglian Qi, Wenyuan Xu. "UltraComm: High-speed and Inaudible Acoustic Communication ", accepted by 15th EAI International Conference on Heterogeneous Networking for Quality, Reliability, Security and Robustness  (Qshine) 2019.  (Best Paper Award) PDF 

• Pengfei Hu, Wenhao Li, Yifan Ma, Panneer Selvam Santhalingam, Parth Pathak, Hong Li, Huanle Zhang*, Guoming Zhang*, Xiuzhen Cheng, Prasant Mohapatra. "Towards Unconstrained Vocabulary Eavesdropping with mmWave Radar using GAN", IEEE Transactions on Mobile Computing (TMC) 2022, CCF A. PDF. (*Corresponding author) 

• Chen Yan, Guoming Zhang, Xiaoyu Ji, Tianchen Zhang, Taimin Zhang, Wenyuan Xu. "The Feasibility of Injecting Inaudible Voice Commands to Voice Assistants", in IEEE Transactions on Dependable and Secure Computing (TDSC) 2019, CCF A. PDF

• Fangtian Zhong,  Zekai Chen,  Minghui Xu, Guoming Zhang,  Dongxiao Yu,  Xiuzhen Cheng. "Malware-on-the-Brain: Illuminating Malware Byte Codes with Images for Malware Classification". IEEE Transactions on Computers (TC) 2021, CCF A. PDF

• Yueqing Wu, Fu Hao, Guoming Zhang, Bin Zhao, Minghui Xu, Yifei Zou, Xiaotao Feng and Pengfei Hu. "TraceDroid : Detecting Android Malware by Trace of Privacy Leakage", The 17th International Conference on Wireless Algorithms, Systems, and Applications (WASA) 2022, CCF C. (Best Paper Award) 

• Fangtian Zhong, Pengfei Hu, Guoming Zhang, Hong Li, Xiuzhen Cheng. "Reinforcement learning based adversarial malware example generation against black-box detectors", Computers & Security 2022, CCF B. PDF

• Shuang He, Yuhang Qian, Huanle Zhang, Guoming Zhang, Minghui Xu, Lei Fu, Xiuzhen Cheng, Huan Wang, Pengfei Hu. "Accurate Contact-Free Material Recognition with Millimeter Wave and Machine Learning", The 17th International Conference on Wireless Algorithms, Systems, and Applications (WASA) 2022, CCF C.

• Guoming Zhang, Xiaoyu Ji, Yanjie Li, Wenyuan Xu. "Power-Based Non-Intrusive Condition Monitoring for Terminal Device in Smart Grid". Sensors 2020.

• Zhijian Xu, Guoming Zhang, Xiaoyu Ji, Wenyuan Xu. "Evaluation and Defense of Light Commands Attacks against Voice Controllable Systems in Smart Cars", Noise & Vibration Worldwide 2021.

Patents

• 张国明，徐文渊，冀晓宇. 一种基于双麦克风系统检测和定位无声语音指令的方法，中国发明专利. ZL 202011004171.3

•  徐文渊，冀晓宇，张国明，闫琛，张天晨，张泰民. 基于机器学习的防御无声指令控制语音助手的方法，中国发明专利. ZL 201711374668.2

• Wenyuan Xu，Xiaoyu Ji，Guoming Zhang, Chen Yan, Tianchen Zhang, Taimin Zhang. A Method of Defending Against Inaudible Attacks on Speech Assistant Based on Machine Learning，美国发明专利. US20200251117A1

• 徐文渊，冀晓宇，张国明，闫琛，张天晨，张泰民. 머신 러닝 기반의 무음 명령에 의해 음성 어시스턴트가 제어되는 것을 방어하는 방법，韩国发明专利. 10-2020-7007398

• 肖玉珺，徐文渊，马卓然，张国明. 一种非侵入式基于功耗分析的PLC异常检测方法，中国发明专利. ZL 201710005047.0

• 徐文渊，冀晓宇，张国明，庄周，周歆妍，张天晨.  一种基于非线性作用的声波通信方法，中国发明专利. ZL 201810462977.3

• 胡鹏飞, 钱宇航, 贺塽, 章宦乐, 张国明, 于东晓. 一种基于毫米波的非接触物质检测方法，中国发明专利，ZL 202210763472.7

Honors and Awards

• ACM China Rising Star Award Candidate, 2022  (3 awardees) 

• ACM SigAPP China Rising Star Award, 2022  (2 awardees)

• TPC Member: IEEE MASS (2022 & 2023), EdgeSP 2022 

• WASA Best Paper Award, 2022

• EAI Qshine Best Paper Award, 2019       

• ACM CCS Best Paper Award, 2017                        

• Gold Award of The 12th "Challenge Cup" Chinese College Student Entrepreneurship Plan Competition (2020 "挑战杯" ，负责人) 

• Silver Award  of The 6th China International College Students' "Internet+" Innovation and Entrepreneurship Competition (2020 "互联网+" ，负责人)

• Gold & Innovation Award  of The 6th Zhejiang Province College Students' "Internet+" Innovation and Entrepreneurship Competition (2020 "互联网+" ，负责人)