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Pengfei Hu (胡鹏飞) I am a professor of the School of Computer Science and Technology at Shandong University, working with Professor Xiuzhen Cheng (成秀珍). I received the Ph.D. in Computer Science from the University of California, Davis in 2018. My PhD supervisor is Prof. Prasant Mohapatra. I'm the co-founder of Cafari Inc which is a startup focusing on Smart Home. Contact:
72 Binhai Road
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I am actively looking for self-motivated and talented students/research associates to join my research group. You could choose the below research topics (but not limited to)
Serve as PC for CCS 2024.
Two papers about eavesdropping from our group got accepted by IEEE INFOCOM 2024.
Serve as TPC member for INFOCOM 2024.
"mmEcho: A mmWave-based Acoustic Eavesdropping Method" got accepted by IEEE S&P 2023.
"Ginver: Generative Model Inversion Attacks Against Collaborative Inference" got accepted by WWW 2023.
"Wider is Better? Contact-free Vibration Sensing via Different COTS-RF Technologies" got accepted by IEEE INFOCOM 2023.
"NFChain: A Practical Fingerprinting Scheme for NFC Tag Authentication" got accepted by IEEE INFOCOM 2023.
"Towards System-Level Security Analysis of IoT Using Attack Graphs" got accepted by IEEE TMC.
"Towards Unconstrained Vocabulary Eavesdropping with mmWave Radar using GAN" got accepted by IEEE TMC.
"AccEar: Accelerometer Acoustic Eavesdropping with Unconstrained Vocabulary" got accepted by IEEE S&P 2022.
* Corresponding Author
[INFOCOM'24]
EchoLight: Sound Eavesdropping based on Ambient Light Reflection.
Guoming Zhang, Zhijie Xiang, Heqiang Fu, Yanni Yang, Pengfei Hu*
IEEE INFOCOM, 2024
[INFOCOM'24]
RF-Parrot: Wireless Eavesdropping on Wired Audio.
Yanni Yang, Genglin Wang, Zhenlin An, Xiuzhen Cheng, Guoming Zhang, Pengfei Hu*
IEEE INFOCOM, 2024
[TMC'24]
Jump out of Resonance: A Practical NFC Tag Fingerprinting Scheme.
Yanni Yang, Zhenlin An, Jiannong Cao, Yanwen Wang, Pengfei Hu*, Guoming Zhang, Xiuzhen Cheng
IEEE Transactions on Mobile Computing, 2024
[Ubicomp'24]
AFace: Range-flexible Anti-spoofing Face Authentication via Smartphone Acoustic Sensing.
Zhaopeng Xu, Tong Liu, Ruobing Jiang, Pengfei Hu, Zhongwen Guo, Chao Liu
ACM IMWUT, 2024
[TMC'23]
EV-Tach: A Handheld Rotational Speed Estimation System With Event Camera.
Guangrong Zhao, Yiran Shen, Ning Chen, Pengfei Hu, Lei Liu, Hongkai Wen
IEEE Transactions on Mobile Computing, 2023
[SenSys'23]
XGait: Cross-Modal Translation via Deep Generative Sensing for RF-based Gait Recognition.
Huanqi Yang, Mingda Han, Mingda Jia, Zehua Sun, Pengfei Hu, Yu Zhang, Tao Gu, and Weitao Xu
ACM Conference on Embedded Networked Sensor Systems, 2023
[Oakland'23]
mmEcho: A mmWave-based Acoustic Eavesdropping Method.
Pengfei Hu, Wenhao Li, Riccardo Spolaor, Xiuzhen Cheng
IEEE Symposium on Security and Privacy (S&P), 2023
[TC'23]
Model Poisoning Attack on Neural Network without Reference Data.
Xianglong Zhang, Huanle Zhang, Guoming Zhang, Hong Li, Dongxiao Yu, Xiuzhen Cheng, Pengfei Hu*
IEEE Transactions on Computers, 2023
[WWW'23]
Ginver: Generative Model Inversion Attacks Against Collaborative Inference.
Yupeng Yin, Xianglong Zhang, Huanle Zhang, Feng Li, Yue Yu, Xiuzhen Cheng, Pengfei Hu*
ACM Web Conference (WWW), 2023
[INFOCOM'23]
NFChain: A Practical Fingerprinting Scheme for NFC Tag Authentication.
Yanni Yang, Jiannong Cao, Zhenlin An, Yanwen Wang, Pengfei Hu*, Guoming Zhang
IEEE INFOCOM, 2023
[INFOCOM'23]
Wider is Better? Contact-free Vibration Sensing via Different COTS-RF Technologies.
Zhe Chen, Tianyue Zheng, Chao Cai, Yue Gao, Pengfei Hu*, Jun Luo
IEEE INFOCOM, 2023
[TMC'22]
Towards System-Level Security Analysis of IoT Using Attack Graphs.
Zheng Fang, Hao Fu, Tianbo Gu, Pengfei Hu*, Jinyue Song, Trent Jaeger, Prasant Mohapatra
IEEE Transactions on Mobile Computing, 2022
[TMC'22]
Towards Unconstrained Vocabulary Eavesdropping with mmWave Radar using GAN.
Pengfei Hu, Wenhao Li, Yifan Ma, Panneer Santhalingam, Parth Pathak, Hong Li, Huanle Zhang, Guoming Zhang, Xiuzhen Cheng, Prasant Mohapatra
IEEE Transactions on Mobile Computing, 2022
[Oakland'22]
AccEar: Accelerometer Acoustic Eavesdropping with Unconstrained Vocabulary.
Pengfei Hu, Hui Zhuang, Panneer Santhalingam, Riccardo Spolaor, Parth Pathak, Guoming Zhang, Xiuzhen Cheng
IEEE Symposium on Security and Privacy (S&P), 2022
[INFOCOM'22]
MILLIEAR: Millimeter-wave Acoustic Eavesdropping with Unconstrained Vocabulary.
Pengfei Hu, Yifan Ma, Panneer Santhalingam, Parth H Pathak, Xiuzhen Cheng
IEEE INFOCOM, 2022
[TMC'21]
Jamming-Resilient Message Dissemination in Wireless Networks.
Yifei Zou, Dongxiao Yu*, Pengfei Hu*, Jiguo Yu, Xiuzhen Cheng, Prasant Mohapatra
IEEE Transactions on Mobile Computing, 2021
[CCS'21]
Membership Inference Attacks Against Recommender Systems.
Minxing Zhang, Zhaochun Ren, Zihan Wang, Pengjie Ren, Zhunmin Chen, Pengfei Hu, Yang Zhang
ACM SIGSAC Conference on Computer and Communications Security, 2021
[TMC'20]
Towards Automatic Detection of Nonfunctional Sensitive Transmissions in Mobile Applications.
Hao Fu, Pengfei Hu*, Zizhan Zheng, Aveek K Das, Parth H Pathak, Tianbo Gu, Sencun Zhu, Prasant Mohapatra
IEEE Transactions on Mobile Computing, 2020
[INFOCOM'20]
IoTGAZE: IoT Security Enforcement via Wireless Context Analysis.
Tianbo Gu, Zheng Fang, Allaukik Abhishek, Hao Fu, Pengfei Hu, Prasant Mohapatra
IEEE INFOCOM, 2020
[TMC'19]
High Speed LED-to-Camera Communication using Color Shift Keying with Flicker Mitigation.
Pengfei Hu, Parth H Pathak, Huanle Zhang, Zhicheng Yang, Prasant Mohapatra
IEEE Transactions on Mobile Computing, 2019
[SECON'17]
PCASA: Proximity based Continuous and Secure Authentication of Personal Devices.
Pengfei Hu, Parth H Pathak, Yilin Shen, Hongxia Jin, Prasant Mohapatra
IEEE International Conference on Sensing, Communication, and Networking (SECON), 2017
[CoNEXT'15]
ColorBars: Increasing Data Rate of LED-to-Camera Communication using Color Shift Keying.
Pengfei Hu, Parth H Pathak, Xiaotao Feng, Hao Fu, Prasant Mohapatra
ACM Conference on Emerging Networking Experiments and Technologies (CoNEXT), 2015
[INFOCOM'15]
Dynamic Defense Strategy against Advanced Persistent Threat with Insiders.
Pengfei Hu, Hongxing Li, Hao Fu, Derya Cansever, Prasant Mohapatra
IEEE INFOCOM, 2015
[INFOCOM'14]
Information Leaks Out: Attacks and Countermeasures on Compressive Data Gathering in Wireless Sensor Networks.
Pengfei Hu, Kai Xing, Xiuzhen Cheng, Hao Wei, Haojin Zhu
IEEE INFOCOM, 2014