Diff-NAT: Better Naturalistic and Aggressive Adversarial Attacks via Class-Optimized Diffusion for Object Detection. - Qinglong Yan; Tong Zou; Xunpeng Yi; Xinyu Xiang; Xuying Wu; Hao Zhang 073; Jiayi Ma 001 (AAAI, 2026)

Adversarial perturbation for RGB-T tracking via intra-modal excavation and cross-modal collusion. - Xinyu Xiang; Xuying Wu; Shengxiang Li; Qinglong Yan; Tong Zou; Hao Zhang 073; Jiayi Ma 001 (Inf. Fusion, 2026)