I am currently a postdoc (Shuimu Tsinghua Scholar, 水木学者) at Institute for Advanced Study, Tsinghua University (IASTU) hosted by Academician Prof. Xiaoyun Wang.

Contact

  • Address: Room 401, Science Building, Tsinghua University, Beijing 100084, China
  • E-mail: congtianshuo AT tsinghua DOT edu DOT cn

Research Interests

  • Trustworthy Machine Learning
  • Secure Multi-party Computation
  • Lightweight Cipher Design

Education

Tsinghua University
08.2017 - 06.2023, Beijing, China
Ph.D. in Mathematics at Institute for Advanced Study
Advisor: Academician Prof. Xiaoyun Wang (IACR Fellow)
CISPA Helmholtz Center for Information Security
08.2021 - 01.2023, Saarbrücken, Germany
Visiting Ph.D. student at CISPA
Advisor: Dr. Yang Zhang
Tsinghua University
08.2013 - 06.2017, Beijing, China
B.Eng. in Electronic Engineering
Advisor: Prof. Yong Ren

Services

  • PC Member
    • 2024: ACSAC, CSCW, CVPR, MM, ECCV
    • 2023: CCS (Artifact Evaluation), NeurIPS workshop on New In ML
  • Journal Reviewer
    • 2024: TDSC, TOPS, TKDD
    • 2023: PeerJ Computer Science
  • Organizer
  • External Reviewer
    • 2024: S&P, USENIX Security
    • 2023: ICLR, WWW, SaTML, SecureComm
    • 2022: CCS, ICLR, ESORICS, PETS, SAC, AsiaCCS, SocInfo, EdgeSys, AISec
    • 2020: AsiaCrypt

News

  • [Mar. 12, 2024] Became an invited reviewer of ECCV 2024.
  • [Feb. 08, 2024] Invited to serve on the PC of ACSAC 2024.
  • [Jan. 09, 2024] Check out a curated reading list on safety, security, and privacy of large models!
  • [Dec. 15, 2023] Gave a talk titled "Attack AI models: From ResNet to GPT-4" at Xi'an Jiaotong University!
  • [Dec. 13, 2023] Became an invited reviewer of ACM TOPS.
  • [Dec. 05, 2023] Became an invited reviewer of IEEE TDSC.
  • [Nov. 10, 2023] We proposed FigStep, a quite simple yet effective jailbreaking algorithm against large vision-language models (VLMs)!
  • [Nov. 09, 2023] Became an invited reviewer of CVPR 2024.
  • [Nov. 06, 2023] Became an invited reviewer of ACM TKDD.
  • [Oct. 21, 2023] Served on the AEC of CCS 2023.
  • [Aug. 16, 2023] One technical report titled "Robustness Over Time: Understanding Adversarial Examples’ Effectiveness on Longitudinal Versions of Large Language Models" was released!
  • [Jul. 26, 2023] Gave a talk titled "Privacy and Security Analysis of Deep Learning" at Harbin Institute of Technology (Shenzhen)!
  • [Jul. 11, 2023] One paper titled “Test-time Poisoning Attacks Against Test-time Adaptation Models” got accepted in IEEE S&P (Oakland) 2024!
  • [Jul. 06, 2023] I joined Tsinghua IAS as a postdoc and was selected as "Shuimu Tsinghua Scholar"!
  • [May. 18, 2023] Successfully passed the Ph.D. defense!
  • [Apr. 23, 2022] One paper titled “SSLGuard: A Watermarking Scheme for Self-supervised Learning Pre-trained Encoders” got accepted in ACM CCS 2022!
  • [Aug. 15, 2021] Started my visiting Ph.D. at CISPA Helmholtz Center for Information Security, Saarbrücken, Germany!