Guangke Chen (Golfer)

Ph.D Student at ShanghaiTech University

github
linkedin
researchgate

About Me

I am currently a first-year Ph.D student (third-year Master student, Master-PhD program) in ShanghaiTech University (2019.09-today), majoring in Computer Science. I am a member of System and Software Security Lab (S3L) and advised by Prof. Fu Song, the leader of S3L.

I received my Bachelor's degree (2015.09-2019.06, major: Information Engineering) in South China University of Technology, Guangzhou. 💫

Research Interests

  • Security issue of speech systems (e.g., voiceprint recogniton and speech recognition)
  • Adversarial machine learning

News

  • [2021.9] I serve as Technical Program Committee Member of ICICS 2022 (CCF-C).
  • [2021.7] I will be first-year Ph.D student in Sept., 2021. (Note: third-year Master student, Master-PhD Program)
  • [2021.4] Our paper 'Attack as Defense: Characterizing Adversarial Examples using Robustness' accepted by ISSTA 2021 (CCF-A). Congratulations to Zhe Zhao.
  • [2021.4] Our paper 'BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks' accepted by CAV 2021 (CCF-A). Congratulations to Yedi Zhang.
  • [2021.3] I serve as Technical Program Committee Member of ICICS 2021 (CCF-C).
  • [2020.11] I am awarded with National Scholarship for Post Graduates in ShanghaiTech.
  • [2020.11] I am awarded with Merit Student in ShanghaiTech.
  • [2020.4] Our paper 'Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems' accepted by S&P 2021 (CCF-A). Note: first author.
  • More

Publications

  • [To Submit] Guangke Chen, Zhe Zhao, Fu Song, Sen Chen, Lingling Fan, Yang Liu. 'SEC4SR: A Security Analysis Platform for Speaker Recognition'. [paper] [code] [website]
  • [Oakland 2021, CCF-A] Guangke Chen, Sen Chen, Lingling Fan, Xiaoning Du, Zhe Zhao, Fu Song, Yang Liu.'Who is Real Bob? Adversarial Attacks on Speaker Recognition Systems'. [paper] [website] [code] [slide] [talk] [press]
  • [ISSTA 2021, CCF-A] Zhe Zhao, Guangke Chen, Jingyi Wang, Yiwei Yang, Fu Song, Jun Sun. 'Attack as Defense: Characterizing Adversarial Examples using Robustness'. [paper]
  • [CAV 2021, CCF-A] Yedi Zhang, Zhe Zhao, Guangke Chen, Fu Song, Taolue Chen. 'BDD4BNN: A BDD-based Quantitative Analysis Framework for Binarized Neural Networks'. [paper]
  • Detail and More

Patent

授权

  • 一种基于深度学习的非常态语音区分方法 | 奉小慧;陈光科;贺前华;巫小兰;李艳雄 | CN108766419B | 2020.10.27
  • 脉率变异性和睡眠质量融合的心理压力监测方法及装置 | 邢晓芬;陈光科;江士尧;林立韬;陈东华 | CN107874750B | 2020.01.10

受理/公开

  • 一种基于样本鲁棒性差异的对抗样本检测方法 | 宋富;赵哲;陈光科 | CN112381150A | 2021.02.19
  • 一种基于攻击成本的对抗样本检测方法 | 宋富;赵哲;陈光科 | CN112381152A | 2021.02.19

Education

  • ShanghaiTech University, Shanghai, Ph.D Student
    Sept 2021 - Now
  • ShanghaiTech University, Shanghai, Master Student
    Sept 2019 - Sept 2021
  • South China University of Technology, Guangzhou, Bachelor's Degree
    Sept 2015 - June 2019

Services

Awards & Honors

  • National Scholarship for Post Graduates, 2020.11.20, @ShanghaiTech
  • Merit Student, 2020.12.01, @ShanghaiTech
  • National Scholarship, Merit Student, 2018.10, @SCUT
  • Outstanding conclusion of national College Students’ Innovation and Entrepreneurship Training Program, project leader, 2019.05, @SCUT
  • National Encouragement scholarship, Merit Student, 2017.10, @SCUT
  • Enterprise Scholarships, Merit Student, 2016.10, @SCUT
© 2015-2021 Golfer Copyright ICP: 粤ICP备20068084号-1