Skip to main navigation Skip to search Skip to main content

Evaluating the Effectiveness of Explainable AI for Adversarial Attack Detection in Traffic Sign Recognition Systems

  • Bill Deng Pan
  • , Yupeng Yang
  • , Richard Guo
  • , Yongxin Liu
  • , Hongyun Chen
  • , Dahai Liu
  • Embry-Riddle Aeronautical University
  • University of North Carolina at Charlotte
  • Columbia University

Research output: Contribution to journalArticlepeer-review

Original languageEnglish
Article number971
JournalMathematics
Volume14
Issue number6
DOIs
StatePublished - Mar 2026
Externally publishedYes

ASJC Scopus Subject Areas

  • Computer Science (miscellaneous)
  • General Mathematics
  • Engineering (miscellaneous)

Keywords

  • NoiseCAM
  • adversarial attacks
  • connected autonomous vehicles
  • deep neural networks
  • explainable artificial intelligence

Cite this