About Me
I obtained my Doctoral degree in July, 2024 from ShanghaiTech University (opens new window),
and my Bachelor's degree in June, 2019 from South China University of Technology (opens new window).
Publications
SongBsAb: A Dual Prevention Approach against Singing Voice Conversion based Illegal Song Covers
NDSS 2025
Guangke Chen, Yedi Zhang, Fu Song, Ting Wang, Xiaoning Du, Yang Liu
A Proactive and Dual Prevention Mechanism against Illegal Song Covers empowered by Singing Voice Conversion.
Preprint
Guangke Chen, Yedi Zhang, Fu Song, Ting Wang, Xiaoning Du, Yang Liu.
Certified Quantization Strategy Synthesis for Neural Networks
FM 2024
Yedi Zhang, Guangke Chen, Fu Song, Jun Sun and Jin Song Dong
LaserGuider: A Laser Based Physical Backdoor Attack against Deep Neural Networks
ACNS 2025
Yongjie Xu#, Guangke Chen#, Fu Song, Yuqi Chen #: co-first authors & equal contribution
SLMIA-SR: Speaker-Level Membership Inference Attacks against Speaker Recognition Systems
NDSS 2024
Guangke Chen, Yedi Zhang, and Fu Song
[paper] (opens new window) [code] (opens new window) [slide]
Precise Quantitative Analysis of Binarized Neural Networks: A BDD-based Approach
ACM Transactions on Software Engineering and Methodology (TOSEM)
Yedi Zhang, Zhe Zhao, Guangke Chen, Fu Song, and Taolue Chen
Attack as Detection: Using Adversarial Attack Methods to Detect Abnormal Examples
ACM Transactions on Software Engineering and Methodology (TOSEM)
Zhe Zhao, Guangke Chen, Tong Liu, Taishan Li, Fu Song, Jingyi Wang, and Jun Sun
QFA2SR: Query-Free Adversarial Transfer Attacks to Speaker Recognition Systems
USENIX Security 2023
Guangke Chen, Yedi Zhang, Zhe Zhao, and Fu Song
[paper] (opens new window) [website] (opens new window) [slide] [talk] (opens new window) [press] (opens new window)
Towards Understanding and Mitigating Audio Adversarial Examples for Speaker Recognition
IEEE Transactions on Dependable and Secure Computing (TDSC)
Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Feng Wang, and Jiashui Wang
[paper] (opens new window) [code] (opens new window) [website] (opens new window) [slide]
SEC4SR: A Security Analysis Platform for Speaker Recognition
Preprint
Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, and Yang Liu
[paper] (opens new window) [code] (opens new window) [website] (opens new window)
QVIP: An ILP-based Formal Verification Approach for Quantized Neural Networks
ASE 2022
Yedi Zhang, Zhe Zhao, Guangke Chen, Fu Song, Min Zhang, Taulue Chen, and Jun Sun
AS2T: Arbitrary source-to-target adversarial attack on speaker recognition systems
IEEE Transactions on Dependable and Secure Computing (TDSC)
Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, and Yang Liu
CLEVEREST: Accelerating CEGAR-based Neural Network Verification via Adversarial Attacks
SAS 2022
Zhe Zhao, Yedi Zhang, Guangke Chen, Fu Song, Taolue Chen and Jiaxiang Liu
Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems
S&P 2021
Guangke Chen, Sen Chen, Lingling Fan, Xiaoning Du, Zhe Zhao, Fu Song, and Yang Liu
[paper] (opens new window) [website] (opens new window) [code] (opens new window) [slide] [talk] (opens new window)
Attack as Defense: Characterizing Adversarial Examples using Robustness
ISSTA 2021
Zhe Zhao, Guangke Chen, Jingyi Wang, Yiwei Yang, Fu Song, and Jun Sun
BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks
CAV 2021
Yedi Zhang, Zhe Zhao, Guangke Chen, Fu Song, and Taolue Chen
Education
- ShanghaiTech University, Shanghai, China, Ph.D
Sept 2019 - July 2024 (GPA: 3.91/4.0) - South China University of Technology, Guangzhou, China, Bachelor's Degree
Sept 2015 - June 2019 (GPA: 3.77/4.0)