Biography
I am a final year Phd Candidate of computer science at 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. Xiao Li and Dr. Qiben Yan. I am on the academic job market this year.
Download my resumรฉ.
Interests
- Signal Processing
- Audio Machine Learning
- Mobile Sensing & applications
- AI Security
Education
-
PhD in Computer Science, 2019
Michigan State University
-
Master in Computer Science, 2017
Ball State University
-
BSc in Engineering of Telecommunication, 2011
Chongqing University of Posts and Telecommunications
News๐ฐ
[Aug. 2032] One paper "MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems" is accepted in ACM Mobicom 2023!๐
[May. 2023] I started 2023 Summer intern with Amazon as Applied Scientist for Account Integrity ML team ๐คฉ
[May. 2023] One paper "VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation" is accepted in ACM WiSec 2023!๐
[Mar. 2023] I have been selected as Program Committee IEEE DSN 2023 Doctoral Forum. Check here for the DSN 2023 doctoral forum!
[Jan. 2023] One paper "SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency" is accepted in ICLR 2023!๐
[Nov. 2022] My SpecPatch paper got the Best Paper Honorable Mention Award๐! Thank you so much for my advisors, labmates, and the reviewers!
[Nov. 2022] One paper "Federated IoT Interaction Vulnerability Analysis" is accepted in ICDE 2023!๐
[Oct. 2022] I am excited to receive the CCS Student Travel Grant!๐
[Sep. 2022] I started 2022 Fall intern with Samsung Research America as a 2022 Research Intern for Knox - AI/Mobile/Privacy ๐คฉ
[Aug. 2022] One paper "SpecPatch: Human-In-The-Loop Adversarial Audio Spectrogram Patch Attack on Speech Recognition" is accepted in ACM CCS 2022!๐
[Jun. 2022] I am excited to receive the DSN Student Travel Grant!๐
[May. 2022] I started 2022 Summer intern with Samsung Research America as a 2022 Research Intern for Knox - AI/Mobile/Privacy ๐คฉ
[Mar. 2022] One paper "NEC: Speaker Selective Cancellation via Neural Enhanced Ultrasound Shadowing" is accepted in DSN 2022!๐ Acceptance Rate: 49/262=18.7%!
[Feb. 2022] One paper "SUPERVOICE: Text-Independent Speaker Verification Using Ultrasound Energy in Human Speech" is accepted in AsiaCCS 2022!๐ Acceptance Rate: 54/294=18.3%!
[Dec. 2021] One paper "GhostTalk: Interactive Attack on Smartphone Voice System Through Power Line" is accepted in NDSS 2022!๐
[Nov. 2021] One paper "U-Star: An Underwater Navigation System based on Passive 3D Optical Identification Tags" is accepted in Mobicom 2022! ๐ Acceptance Rate: 16/91=17.5%!
[Nov. 2021] One paper related to voice adversarial attacks is rejected by Mobicom 2022. 😔
[Sep. 2021] Our paper "NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation" wins the SenSys Best Paper Award!๐
[Sep. 2021] One paper "NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation" is accepted in SenSys 2022! Acceptance Rate: 25/139=17.9%!
[Aug. 2021] One paper related to voice identification is rejected by NDSS 2022 Summer. 😕
[Jun. 2021] One paper "Rectifying Administrated ERC20 Tokens" is accepted in ICICS 2021!
[Jun. 2020] One paper "Deep Learning Driven Wireless Real-time Human Activity Recognition" is accepted in ICC 2020!
[Feb. 2020] One paper "Surfingattack: Interactive hidden attack on voice assistants using ultrasonic guided waves" is accepted in NDSS 2020!๐
[Sep. 2021] Our paper "DSIC: Deep learning based self-interference cancellation for in-band full duplex wireless" wins the Globecom Best Paper Award!๐
[Dec. 2019] One paper "DSIC: Deep learning based self-interference cancellation for in-band full duplex wireless" is accepted in Globecom 2019!
[May. 2023] I started 2023 Summer intern with Amazon as Applied Scientist for Account Integrity ML team ๐คฉ
[May. 2023] One paper "VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation" is accepted in ACM WiSec 2023!๐
[Mar. 2023] I have been selected as Program Committee IEEE DSN 2023 Doctoral Forum. Check here for the DSN 2023 doctoral forum!
[Jan. 2023] One paper "SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency" is accepted in ICLR 2023!๐
[Nov. 2022] My SpecPatch paper got the Best Paper Honorable Mention Award๐! Thank you so much for my advisors, labmates, and the reviewers!
[Nov. 2022] One paper "Federated IoT Interaction Vulnerability Analysis" is accepted in ICDE 2023!๐
[Oct. 2022] I am excited to receive the CCS Student Travel Grant!๐
[Sep. 2022] I started 2022 Fall intern with Samsung Research America as a 2022 Research Intern for Knox - AI/Mobile/Privacy ๐คฉ
[Aug. 2022] One paper "SpecPatch: Human-In-The-Loop Adversarial Audio Spectrogram Patch Attack on Speech Recognition" is accepted in ACM CCS 2022!๐
[Jun. 2022] I am excited to receive the DSN Student Travel Grant!๐
[May. 2022] I started 2022 Summer intern with Samsung Research America as a 2022 Research Intern for Knox - AI/Mobile/Privacy ๐คฉ
[Mar. 2022] One paper "NEC: Speaker Selective Cancellation via Neural Enhanced Ultrasound Shadowing" is accepted in DSN 2022!๐ Acceptance Rate: 49/262=18.7%!
[Feb. 2022] One paper "SUPERVOICE: Text-Independent Speaker Verification Using Ultrasound Energy in Human Speech" is accepted in AsiaCCS 2022!๐ Acceptance Rate: 54/294=18.3%!
[Dec. 2021] One paper "GhostTalk: Interactive Attack on Smartphone Voice System Through Power Line" is accepted in NDSS 2022!๐
[Nov. 2021] One paper "U-Star: An Underwater Navigation System based on Passive 3D Optical Identification Tags" is accepted in Mobicom 2022! ๐ Acceptance Rate: 16/91=17.5%!
[Nov. 2021] One paper related to voice adversarial attacks is rejected by Mobicom 2022. 😔
[Sep. 2021] Our paper "NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation" wins the SenSys Best Paper Award!๐
[Sep. 2021] One paper "NELoRa: Towards Ultra-low SNR LoRa Communication with Neural-enhanced Demodulation" is accepted in SenSys 2022! Acceptance Rate: 25/139=17.9%!
[Aug. 2021] One paper related to voice identification is rejected by NDSS 2022 Summer. 😕
[Jun. 2021] One paper "Rectifying Administrated ERC20 Tokens" is accepted in ICICS 2021!
[Jun. 2020] One paper "Deep Learning Driven Wireless Real-time Human Activity Recognition" is accepted in ICC 2020!
[Feb. 2020] One paper "Surfingattack: Interactive hidden attack on voice assistants using ultrasonic guided waves" is accepted in NDSS 2020!๐
[Sep. 2021] Our paper "DSIC: Deep learning based self-interference cancellation for in-band full duplex wireless" wins the Globecom Best Paper Award!๐
[Dec. 2019] One paper "DSIC: Deep learning based self-interference cancellation for in-band full duplex wireless" is accepted in Globecom 2019!
Industry
[May.2023-Aug.2023] Amazon: Applied Scientist Intern at Account Integrity ML team
[May.2022-Dec.2022] Samsung Research America: Research Intern at Knox-AI/Mobile/Privacy team
[May.2022-Dec.2022] Samsung Research America: Research Intern at Knox-AI/Mobile/Privacy team
Service & Talks
- Reviewer - INFOCOM 2020, 2021, 2022, 2023, 2024
- Program Committee - IEEE DSN 2023 Doctroal Forum
- Reviewer - Transactions on Information Forensics & Security (TIFS) 2022, 2023
- Reviewer - Transactions on Dependable and Secure Computing (TDSC) 2022, 2023
- Reviewer - Transactions on Sensor Networks (TOSN) 2021, 2022
- [Dec 2022] Southeast University webinar: Toward private, secure, and robust voice services
- [Nov 2022] ACM CCS Presentation: Human-In-The-Loop Adversarial Audio Spectrogram Patch Attack
- [March 2022] MSU graduate seminar: SuperVoice: Speaker Verification Using Ultrasound
Teaching๐
[Spring. 2022] CSE 260: Discrete Structures in Computer Science
Discrete Mathematics and its Applications
[Fall. 2021] CSE 410: Operating System
Design C++ programming projects; Teach Linux/Unix system; Class Link
[Fall. 2019] CSE 232 Introduction to Programming II
Teach two sections students for C++ programming; Class Link
Award๐
[Nov. 2022] Best Paper Honorable Mention ACM CCS 2022
[Oct. 2022] Student Travel Grant ACM CCS 2022
[Jun. 2022] Student Travel Grant IEEE DSN 2022
[Sep. 2021] Best Paper Award for ACM SenSys 2021 Check it!
[Dec. 2019] Best Paper Award for IEEE Globecom 2019 Check it!
[Mar. 2018] Graduate Merit Scholarships Check it!
[Oct. 2022] Student Travel Grant ACM CCS 2022
[Jun. 2022] Student Travel Grant IEEE DSN 2022
[Sep. 2021] Best Paper Award for ACM SenSys 2021 Check it!
[Dec. 2019] Best Paper Award for IEEE Globecom 2019 Check it!
[Mar. 2018] Graduate Merit Scholarships Check it!
Publications
Quickly discover relevant content by filtering publications.
(2023).
MASTERKEY: Practical Backdoor Attack Against Speaker Verification Systems.
Mobicom ‘23.
(2023).
PhantomSound: Black-Box, Query-Efficient Audio Adversarial Attack via Split-Second Phoneme Injection.
RAID ‘23.
(2023).
Understanding Multi-Turn Toxic Behaviors in Open-Domain Chatbots.
RAID ‘23.
(2023).
VSMask: Defending Against Voice Synthesis Attack via Real-Time Predictive Perturbation.
WiSec ‘23.
(2023).
SCALE-UP: An Efficient Black-box Input-level Backdoor Detection via Analyzing Scaled Prediction Consistency.
ICLR ‘23.
(2022).
U-Star: An Underwater Navigation System based on Passive 3D Optical Identification Tags.
Mobicom ‘22.
(2022).
SpecPatch: Human-In-The-Loop Adversarial Audio Spectrogram Patch Attack on Speech Recognition.
CCS ‘22.
(2022).
NEC: Speaker Selective Cancellation via Neural Enhanced Ultrasound Shadowing.
IEEE DSN ‘22.
(2022).
SuperVoice: Text-Independent Speaker Verification Using Ultrasound Energy in Human Speech.
AsiaCCS ‘22.
(2022).
GhostTalk: Interactive Attack on Smartphone Voice System Through Power Line.
NDSS ‘22.
Projects๐
YOLO V3 Implementation with Pytorch & Change Language
YOLO V3- dictionary translation! (ๅญๅ ธ่ฝฌๆข๏ผ)
Walabot Shows 3D Image
3D radar- visualize your motion with signals!
Deepfakes Implementation with Pytorch
Deepfake- Swap your face with Trump!