3 papers
cs.CV2025
RefineVAD: Semantic-Guided Feature Recalibration for Weakly Supervised Video Anomaly Detection
Junhee Lee, ChaeBeen Bang, MyoungChul Kim +1
Weakly-Supervised Video Anomaly Detection aims to identify anomalous events using only video-level labels, balancing annotation efficiency with practical applicability. However, ex…
cs.CR2025
Illusion Worlds: Deceptive UI Attacks in Social VR
Junhee Lee, Hwanjo Heo, Seungwon Woo +3
Social Virtual Reality (VR) platforms have surged in popularity, yet their security risks remain underexplored. This paper presents four novel UI attacks that covertly manipulate u…
cs.CV2025
EO-VLM: VLM-Guided Energy Overload Attacks on Vision Models
Minjae Seo, Myoungsung You, Junhee Lee +4
Vision models are increasingly deployed in critical applications such as autonomous driving and CCTV monitoring, yet they remain susceptible to resource-consuming attacks. In this…