Shiqing Ma

Associate Professor

Manning College of Information & Computer Sciences
University of Massachusetts, Amherst
140 Governors Drive, Amherst, MA 01003-9264, USA

βœ‰οΈ Email

$ echo c2hpcWluZ21hQHVtYXNzLmVkdQ== | base64 --decode
$ echo c2hpcWluZ21hQGdtYWlsLmNvbQ== | base64 --decode

πŸ“ Office

A211G LGRC

πŸ”¬ Research Areas

Software Security and Privacy β€’ AI Security and Safety β€’ Software Engineering β€’ Programming Languages

🀝 Affiliations

πŸ§‘β€πŸŽ“ Current Students

πŸŽ“ Alumni

Hailun Ding (Ph.D., 2025)
IBM TJ Watson, Researcher
Zhenting Wang (Ph.D., 2025)
Accenture, Sr. Manager

🧭 Leadership Roles

  • Track Chair (machine learning security), ACM CCS 2026
  • Area Chair, ICLR 2026
  • Co-chair, Backdoor Attacks and Defenses in Machine Learning (BANDS), with ICLR 2023

πŸ“ Conference Reviews

  • TPC/Reviewer, IEEE Conference on Secure and Trustworthy Machine Learning (SaTML), 2025, 2026
  • TPC/Reviewer, International Conference on Dependable Systems and Networks (DSN), 2025
  • TPC/Reviewer, ACL Rolling Review (ARR), 2024, 2025
  • TPC/Reviewer, AAAI Conference on Artificial Intelligence (AAAI), 2023, 2024, 2025
  • TPC/Reviewer, Conference on Computer Vision and Pattern Recognition (CVPR), 2022, 2023, 2024, 2025
  • TPC/Reviewer, International Conference on Learning Representations (ICLR), 2022, 2023, 2024, 2025
  • TPC/Reviewer, Conference on Neural Information Processing Systems (NeurIPS), 2021, 2022, 2023, 2024, 2025
  • TPC/Reviewer, International Conference on Machine Learning (ICML), 2021, 2022, 2023, 2024, 2025
  • TPC/Reviewer, ACM SIGSAC Conference on Computer and Communications Security (CCS), 2021, 2022, 2023, 2024, 2025
  • TPC/Reviewer, Robotics: Science and Systems (RSS), 2024
  • TPC/Reviewer, International Conference on Computer Vision (ICCV), 2023
  • TPC/Reviewer, International Symposium on Research in Attacks, Intrusions and Defenses (RAID), 2023
  • TPC/Reviewer, ACM Conference on Data and Application Security and Privacy (CODASPY), 2023, 2024
  • TPC/Reviewer, European Conference on Computer Vision (ECCV), 2022, 2024
  • TPC/Reviewer, Asia Conference on Computer and Communications Security (ASIACCS), 2021, 2022, 2026
  • TPC/Reviewer, ACM SIGSOFT International Symposium on Software Testing and Analysis (ISSTA), 2021, 2024
  • TPC/Reviewer, European Symposium on Research in Computer Security (ESORICS), 2020, 2021, 2022
  • TPC/Reviewer, USENIX Security Symposium, 2021, 2026
  • TPC/Reviewer, IEEE Conference on Dependable and Secure Computing (DSC), 2022
  • TPC/Reviewer, IEEE International Symposium on Software Reliability Engineering (ISSRE), 2022

πŸ› οΈ Workshop Organization & Review

  • TPC/Reviewer, ACM Workshop on Large AI Systems and Models with Privacy and Safety Analysis (LAMPS), 2024
  • TPC/Reviewer, Backdoors in Deep Learning: The Good, the Bad, and the Ugly (BUGS), co-located with NeurIPS 2023
  • TPC/Reviewer, PAIRΒ²Struct: Privacy, Accountability, Interpretability, Robustness, Reasoning on Structured Data Workshop, co-located with ICLR 2022
  • TPC/Reviewer, IEEE Workshop on Smart City Security and Privacy, 2019

πŸ“š Journal Reviews

  • TPC/Reviewer, ACM Transactions on Software Engineering and Methodology (TOSEM)
  • TPC/Reviewer, Transactions on Dependable and Secure Computing (TDSC)
  • TPC/Reviewer, Transactions on Information Forensics & Security (TIFS)
  • TPC/Reviewer, ACM Transactions on Privacy and Security (TOPS)
  • TPC/Reviewer, Transactions on Software Engineering (TSE)
  • TPC/Reviewer, Transactions on Image Processing (TIP)
  • TPC/Reviewer, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
  • TPC/Reviewer, Empirical Software Engineering (ESE)
  • TPC/Reviewer, IEEE/ACM Transactions on Networking (TNET)
  • TPC/Reviewer, Journal of Computer Security (JCS)
  • TPC/Reviewer, ACM Transactions on Computing for Healthcare (HEALTH)

πŸ“š UMass Amherst

  • Fall 2024: COMPSCI 360: Introduction to Computer and Network Security
  • Spring 24: COMPSCI 360: Introduction to Computer and Network Security
  • Fall 2023: COMPSCI 360: Introduction to Computer and Network Security

🏫 Rutgers University

  • Spring 23: Computer System Security (Rutgers CS 546)
  • Fall 2021: Computer Security (Rutgers CS 419)
  • Spring 21: Computer Security (Rutgers CS 419)
  • Fall 2020: Computer System Security (Rutgers CS 546)
  • Spring 20: Computer Security (Rutgers CS 419)
  • Fall 2019: Computer System Security (Rutgers CS 546)