Ph.D Candidate
Michigan State University
guohanqi at msu dot edu
I will join University of Hawaii at Mānoa as an Assistant Professor in August 2024.
Research Interest: Cybersecurity, Trustworthy AI, Mobile System & Sensing
Openings:
I am looking for new PhD students to join my research team, if you are passionate about related research topics, please email with your CV and couple sentences about your research interest. I am excited to have you here to work with me together at Hawaii!
Biography
I am a final year Phd Candidate at the Michigan State University, SEIT(SEcure and Intelligent Things) lab and eLANS (experimental Laboratory for Advanced Networks and Systems) lab. My research interests include signal processing, speech recognition, machine learning, AI-enabled mobile systems. I am co-advised by Dr. Li Xiao and Dr. Qiben Yan.
I received my MS for Computer Science at Ball State University, working with Dr.Shaoen Wu. I received my B.Sc for Telecommunication Engineering from Chongqing University of Posts of Telecommunications (CQUPT).
🌎 Industry Experience
- Amazon , San Diego, CA USA | Jun-Aug 2023
Account Integrity Team, Applied Scientist Intern. - Samsung Research America, Mountain View, CA USA | May-Dec 2022
Knox AI/Mobile/Privacy Group, Research Intern.
📘 Publication
2024
- Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems [ Link ]
Guangjing Wang, Ce Zhou, Yuanda Wang, Bocheng Chen, Hanqing Guo and Qiben Yan
Arxiv.
2023
- Speaker Verification System Using Ultrasound Energy In Human Speech [ Link ]
Qiben Yan, Hanqing Guo, Li Xiao
US Patent App. 18/311,412. - MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems [ PDF ] [ Demo ] [ Slide ]
Hanqing Guo, Xun Chen, Junfeng Guo, Li Xiao, Qiben Yan
ACM Mobicom 2023. - PhantomSound: Black-Box, Query-Efficient Audio Adversarial Attack via Split-Second Phoneme Injection [ PDF ] [ Slide ]
Hanqing Guo, Guangjing Wang, Yuanda Wang, Guangjing Wang, Bocheng Chen, Yuanda Wang, Qiben Yan, Li Xiao
RAID 2023. - Federated IoT Interaction Vulnerability Analysis [ PDF ]
Guangjing Wang, Hanqing Guo, Anran Li, Xiaorui Liu, Qiben Yan
IEEE ICDE 2023. - VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation [ PDF ]
Yuanda Wang, Hanqing Guo, Guangjing Wang, Bocheng Chen, Qiben Yan
ACM WiSec 2023. - Understanding Multi-Turn Toxic Behaviors in Open-Domain Chatbots [ PDF ]
Bocheng Chen, Guangjing Wang, Hanqing Guo, Yuanda Wang, Qiben Yan
RAID 2023. - SCALE-UP: Efficient Blackbox Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency [ PDF ] [ Code ]
Junfeng Guo, Yiming Li, Xun Chen, Hanqing Guo, Lichao Sun, Cong Liu
ICLR 2023.
2022
- SpecPatch: Human-In-The-Loop Adversarial Audio Spectrogram Patch Attack on Speech Recognition [ PDF ] [ Demo ] [ Slide ] Best Paper Honorable Mention Award
Hanqing Guo, Yuanda Wang, Nikolay Ivanov, Li Xiao, Qiben Yan
ACM CCS 2022. - U-star: An underwater navigation system based on passive 3d optical identification tags [ PDF ]
Xiao Zhang, Hanqing Guo, James M Mariani, Li Xiao
ACM Mobicom 2022. - NEC: Speaker Selective Cancellation via Neural Enhanced Ultrasound Shadowing [ PDF ] [ Demo ] [ Slide ]
Meida Cover: New Scientist, ACM TechNews
Hanqing Guo*, Chenning Li*, Lingkun Li, Zhichao Cao, Qiben Yan, Li Xiao (* indicate co-first author)
IEEE DSN 2022. - GhostTalk: Interactive Attack on Smartphone Voice System Through Power Line [ PDF ] [ Demo ] [ Slide ]
Yuanda Wang, Hanqing Guo, Qiben Yan
NDSS 2022. - SuperVoice: Text-Independent Speaker Verification Using Ultrasound Energy in Human Speech [ PDF ] [ Demo ] [ Slide ]
Hanqing Guo, Qiben Yan, Nikolay Ivanov, Ying Zhu, Li Xiao, Eric J. Hunter
ACM ASIACCS 2022.
2021
- NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation [ PDF ] [ Code ] [ Slide ]
Best Paper Award
Chenning Li, Hanqing Guo, Shuai Tong, Xiao Zeng, Zhichao Cao, Mi Zhang, Qiben Yan, Li Xiao, Jiliang Wang, Yunhao Liu
ACM SenSys 2021. - Surfingattack: Interactive hidden attack on voice assistants using ultrasonic guided waves [ PDF ][ Demo ] [ Slide ]
Qiben Yan, Kehai Liu, Qin Zhou, Hanqing Guo, Ning Zhang
NDSS 2021. - Rectifying administrated ERC20 tokens [ PDF ] [ Slide ]
Nikolay Ivanov, Hanqing Guo, Qiben Yan
ICICS 2021.
2018-2020
- Deep Learning Driven Wireless Real-time Human Activity Recognition [ PDF ]
Hanqing Guo, Nan Zhang, Shaoen Wu, Qing Yang
IEEE ICC 2020. - HICFR: Real Time 3D Indoor Human Image Capturing Based on FMCW Radar [ PDF ] [ Demo ]
Hanqing Guo, Nan Zhang, Wenjun Shi, S. AIQarni, Shaoen Wu
IEEE ICME 2019. - DSIC: Deep learning based self-interference cancellation for in-band full duplex wireless [ PDF ]
Best Paper Award
Hanqing Guo, Shaoen Wu, Honggang Wang, Mahmoud Daneshmand
IEEE GLOBECOM 2019. - In-band full duplex wireless communications and networking for IoT devices: Progress, challenges and opportunities [ PDF ]
Shaoen Wu, Hanqing Guo, Junhong Xu, Shangyue Zhu, Honggang Wang
Future Generation Computer Systems 2019. - Non-contact non-invasive heart and respiration rates monitoring with MIMO radar sensing [ PDF ]
Qiwei Liu, Hanqing Guo, Junhong Xu, Honggang Wang, Aron Kageza, Saeed AlQarni, Shaoen Wu
IEEE GLOBECOM 2018. - Indoor multi-sensory self-supervised autonomous mobile robotic navigation [ PDF ]
Juhong Xu, Hanqing Guo, Shaoen Wu
IEEE ICII 2018.
🤝 Professional Service
- Program Committee:
- IEEE DSN 2023 Doctroal Forum
- Reviewer:
- IEEE INFOCOM 2020, 2021, 2022, 2023, 2024
- IEEE ICC 2021, 2022
- IEEE ICDCS 2021
- Transactions on Information Forensics & Security (TIFS) 2022, 2023
- Transactions on Dependable and Secure Computing (TDSC) 2022, 2023
- Transactions on Sensor Networks (TOSN) 2021, 2022
- Invited Talks:
- Oct. 2023 - MSU graduate seminar: "Backdoor Attack Against Speaker Verification Systems"
- Dec. 2022 - Southeast University Cybersecurity Seminar: "Toward private, secure, and robust voice services"
- March. 2022 - MSU graduate seminar: "SuperVoice: Speaker Verification Using Ultrasound"
Teaching Experience
- CSE 260: Discrete Structures in Computer Science. Spring 2022
Discrete Mathematics and its Applications. - CSE 410: Operating System. Fall 2021
Design C++ programming projects; Teach Linux/Unix system. - CSE 232: Introduction to Programming II. Fall 2019
Teach two sections students for C++ programming.
🌟 Award
- ACM CCS: Best Paper Honorable Mention Award| Nov. 2022
- ACM CCS: Student Travel Grant | Oct. 2022
- IEEE DSN: Student Travel Grant | Jun. 2022
- ACM SenSys: Best Paper Award | Sep. 2022
- IEEE Globecom: Best Paper Award | Dec. 2019
- Ball State University: Graduate Merit Scholarships | Mar. 2018