Boshi Zheng

Manipulating the Mind’s Eye: A-SAGE, the Attention-Based Attack on ViT Explainability

The rise of Vision Transformers (ViTs) as cornerstone models in safety-critical applications like autonomous driving and medical diagnosis has shifted the focus from pure accuracy to verifiable trustworthiness. However, the very mechanisms used to explain these models, their internal attention maps,