Computer Vision

SASA: Sequence-Aware Shadow Attacks via Attention Alignment for Traffic Sign Recognition

We propose SASA (Sequence-Aware Shadow Attack), a black-box adversarial framework that uses physically realistic, differentiable shadow patterns to deceive traffic sign recognition …

amir-salarpour

Attention-Aware Temporal Adversarial Shadows on Traffic Sign Sequences

We present a framework for black-box adversarial attacks on traffic signs using dynamic, temporally coherent shadows. Unlike prior work that focuses on single-image attacks or …

pedram-mohajeransari