Publications
Guangke Chen, Yedi Zhang, Zhe Zhao, and Fu Song
QFA2SR: Query-Free Adversarial Transfer Attacks to Speaker Recognition Systems
USENIX Security 2023, CCF-A
[paper] [website] [slide] [talk] [press]
💥 🔥 highly effective against commercial APIs and voice assistants
🌟 vulnerability disclosure received bounty award from vendor

Yedi Zhang, Zhe Zhao, Guangke Chen, Fu Song, Taolue Chen
'Precise Quantitative Analysis of Binarized Neural Networks: A BDD-based Approach'
ACM Transactions on Software Engineering and Methodology (TOSEM, CCF-A)
Zhe Zhao, Yedi Zhang, Guangke Chen, Fu Song, Taolue Chen and Jiaxiang Liu
'CLEVEREST: Accelerating CEGAR-based Neural Network Verification via Adversarial Attacks'
SAS 2022, CCF-B

Zhe Zhao, Guangke Chen, Tong Liu, Taishan Li, Fu Song, Jingyi Wang, Jun Sun
'Attack as Detection: Using Adversarial Attack Methods to Detect Abnormal Examples'
Under review


Guangke Chen, Sen Chen, Lingling Fan, Xiaoning Du, Zhe Zhao, Fu Song, Yang Liu.
'Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems'.
Oakland 2021, CCF-A
Acceptance Rate: 115/952=12%
[paper] [website] [code] [slide] [talk] [blog] [press-1] [press-2] [press-3]
💥 🔥 🌟 citations > 140
Yedi Zhang, Zhe Zhao, Guangke Chen, Fu Song, Taolue Chen.
'BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks'.
CAV 2021, CCF-A
Acceptance Rate: 79/290=27%