Yimin (Ian) Chen
Scholar

Yimin (Ian) Chen

Google Scholar ID: T6qIjCYAAAAJ
University of Massachusetts Lowell
Security and privacymachine learning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
850
 
H-index
15
 
i10-index
17
 
Publications
20
 
Co-authors
30
list available
Contact
Emailian_chen@uml.eduGitHubOpen ↗
Publications
20 items
Browse publications on Google Scholar (top-right) ↗
Resume (English only)
Academic Achievements
  • - Publications:
  • - FLBuff defense accepted by IEEE TrustCom 2025.
  • - ToxicTextClip attack accepted by NeurIPS 2025.
  • - BoBa attack accepted by ECAI 2025.
  • - EchoLLM attack accepted by USENIX Security 2025.
  • - Both DIARY and Physical Backdoors accepted to IEEE ICDCS 2025.
  • - OpenTrigger attack on deep learning accepted by PAKDD 2025 Special Session DSFA.
  • - AirTrojan attack on Federated Learning accepted by IEEE CNS 2024.
  • - TPC member for NDSS, AAAI, INFOCOM 2026; IEEE MILCOM 2025 and PETs 2026; IEEE CNS 2025
Research Experience
  • - Assistant Professor at Miner School of CIS at UMASS Lowell
  • - Postdoc at CNSR@VT
Education
  • - Ph.D.: CNSG@ASU
  • - M.Phil: CUHK, Hong Kong
  • - B.S.: PKU
Background
  • Research Interests: Machine learning, security, and privacy. Brief Introduction: Currently a tenure-track assistant professor at the Miner School of CIS at UMASS Lowell.
Miscellany
  • Personal interests not mentioned
Co-authors
30 total
Yanchao Zhang
Yanchao Zhang
Professor of Electrical, Computer, and Energy Engineering, Arizona State University
Co-author 2
Co-author 2
Rui Zhang
Rui Zhang
Associate Professor, Department of Computer and Information Sciences, University of Delaware
Co-author 4
Co-author 4
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Ning Wang
Ning Wang
University of South Florida
Co-author 8
Co-author 8