Physical Backdoor: Towards Temperature-based Backdoor Attacks in the Physical World

arXiv:2404.19417v1 Announce Type: new
Abstract: Backdoor attacks have been well-studied in visible light object detection (VLOD) in recent years. However, VLOD can not effectively work in dark and temperature-sensitive scenarios. Instead, thermal infrared object detection (TIOD) is the most accessible and practical in such environments. In this paper, our team is the first to investigate the security vulnerabilities associated with TIOD in the context of backdoor attacks, spanning both the digital and physical realms. We introduce two novel types of …

abstract arxiv attacks backdoor cs.cv detection environments however light object paper practical team type work world