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Dr. Hanqing Guo

Assistant Professor

Department of Electrical and Computer Engineering

College of Engineering

University of Hawaiʻi at Mānoa

Office: Room 437, Holmes Hall

Email: guohanqi at hawaii dot edu

Welcome

I am an assistant professor in Electrical & Computer Engineering at the University of Hawaiʻi at Mānoa. I received my Ph.D. in Computer Science & Engineering at Michigan State University, US, in 2024, an M.S. in Computer Science from Ball State University (fully funded with Research Assistant Scholarship), US, in 2019, and a B.S. in Communications Engineering from Chongqing University of Posts of Telecommunications, China, in 2015. Prior to joining the University of Hawaiʻi, I was a research scientist at Samsung Research America (Knox security team) and Amazon (ML security team based in San Diego). My research interest includes cybersecurity, trustworthy AI, mobile system & sensing. In particular, I am interested in security & privacy problems in real-world AI-enabled applications, such as authentication systems, smart speakers, smart agents, and IoT devices.

Openning: I am actively seeking highly-motivated students for Ph.D. or Research Intern positions. If you are interested, please send me your CV, transcripts, and brief descriptions your research interest

News & Updates

  • 10/2024 Invited Talk: I was invited to give a talk about "Trustworthy AI and It's Applications" in George Mason University
  • 10/2024 Paper accepted: "PiezoBud: A Piezo-Aided Secure Earbud with Practical Speaker Authentication". Accepted in ACM SenSys 2024.
  • 10/2022 New award: OVPRS Faculty Research Travel Fund 🏆. I am excited to receive UH OVPRS Faculty Research Travel Fund! Can't wait to attend the Mobicom 2024 in DC!
  • 10/2024 Invited Talk: I was invited to give a talk about "Towared the Secured Speech AI Services" in University of Delaware
  • 10/2024 Paper accepted: "WavePurifier: Purifying Audio Adversarial Examples via Hierarchical Diffusion Models". Accepted in Mobicom 2024.
  • 10/2024 Paper accepted: "Protecting Activity Sensing Data Privacy Using Hierarchical Information Dissociation". Accepted in CNS 2024.
  • 10/2024 Invited Talk: I was invited to give a talk about "Towared the Secured Speech AI Services" in University of Delaware
  • 08/2024 I was invited to serve a Technical Program Committee for ICNC 2024. Welcome to attend the conference at Honolulu, Hawaii! 🏖️
  • 08/2024 I was invited to serve a Technical Program Committee for ICPADS 2024
  • 03/2024 I was invited to serve a Program Committee for Mobicom 2024 Artifact Evaluation
  • 03/2024 I was invited to serve a Program Committee for MobiSys 2024 Artifact Evaluation
  • 03/2024 Paper accepted: "Switchtab: Switched Autoencoders are Effective Tabular Learners". Accepted in AAAI 2024.
  • 08/2024 New job started: I joined the University of Hawaiʻi at Mānoa as an assistant professor in Electrical & Computer Engineering
  • 03/2024 New preprint: "Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems". Available on Arxiv.
  • 10/2023 New patent application: "Speaker Verification System Using Ultrasound Energy In Human Speech". Patent App. 18/311,412.
  • 09/2023 Paper accepted: "MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems". Accepted in ACM Mobicom 2023.
  • 06/2023 Paper accepted: "Federated IoT Interaction Vulnerability Analysis". Accepted in IEEE ICDE 2023.
  • 06/2023 Paper accepted: "Understanding Multi-Turn Toxic Behaviors in Open-Domain Chatbots". Accepted in RAID 2023.
  • 06 2023 Paper accepted: "PhantomSound: Black-Box, Query-Efficient Audio Adversarial Attack via Split-Second Phoneme Injection". Accepted in RAID 2023.
  • 05/2022 Internship started: [2023 Summer intern] at Amazon. I started my internship for Amazon ML Security Team.
  • 04/2023 Paper accepted: "VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation". Accepted in ACM WiSec 2023.
  • 11/2023 Paper accepted: "SCALE-UP: Efficient Blackbox Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency". Accepted in ICLR 2023.
  • 10/2022 New award: CCS Student Travel Grant 🏆. I am excited to receive the CCS Student Travel Grant! Can't wait to attend the conference in LA!
  • 09/2022 Internship started: [2022 Fall intern] at Samsung Research America. I started my internship for Knox - AI/Mobile/Privacy .
  • 08/2022 Paper accepted: "SpecPatch: Human-In-The-Loop Adversarial Audio Spectrogram Patch Attack on Speech Recognition". Accepted in ACM CCS 2022! 😄
  • 06/2022 New award: DSN Student Travel Grant 🏆. I am excited to receive the DSN Student Travel Grant!
  • 05/2022 Internship started: [2022 Summer intern] at Samsung Research America. I started my internship for Knox - AI/Mobile/Privacy 🤩.
  • 03/2022 Paper accepted: "NEC: Speaker Selective Cancellation via Neural Enhanced Ultrasound Shadowing". Accepted in DSN 2022! 😄 Acceptance Rate: 49/262 = 18.7%
  • 02/2022 Paper accepted: "SUPERVOICE: Text-Independent Speaker Verification Using Ultrasound Energy in Human Speech". Accepted in AsiaCCS 2022! 😄 Acceptance Rate: 54/294 = 18.3%
  • 12/2021 Paper accepted: "GhostTalk: Interactive Attack on Smartphone Voice System Through Power Line". Accepted in NDSS 2022! 😄
  • 11/2021 Paper accepted: "U-Star: An Underwater Navigation System based on Passive 3D Optical Identification Tags". Accepted in Mobicom 2022! 😄 Acceptance Rate: 16/91 = 17.5%
  • 11/2021 Paper rejected: One paper related to voice adversarial attacks was rejected by Mobicom 2022. 😔
  • 09/2021 Award won: SenSys Best Paper Award 🏆. Our paper "NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation" won the SenSys Best Paper Award!
  • 09/2021 Paper accepted: "NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation". Accepted in SenSys 2022! Acceptance Rate: 25/139 = 17.9%
  • 08/2021 Paper rejected: One paper related to voice identification was rejected by NDSS 2022 Summer. 😔
  • 06/2021 Paper accepted: "Rectifying Administrated ERC20 Tokens". Accepted in ICICS 2021.
  • 06/2020 Paper accepted: "Deep Learning Driven Wireless Real-time Human Activity Recognition". Accepted in ICC 2020.
  • 02/2020 Paper accepted: "Surfingattack: Interactive hidden attack on voice assistants using ultrasonic guided waves". Accepted in NDSS 2020! 😄
  • 09/2021 Award won: Globecom Best Paper Award 🏆. Our paper "DSIC: Deep learning based self-interference cancellation for in-band full duplex wireless" won the Best Paper Award!
  • 12/2019 Paper accepted: "DSIC: Deep learning based self-interference cancellation for in-band full duplex wireless". Accepted in Globecom 2019.

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