3 papers
cs.CV2024
Query-Efficient Hard-Label Black-Box Attack against Vision Transformers
Chao Zhou, Xiaowen Shi, Yuan-Gen Wang
Recent studies have revealed that vision transformers (ViTs) face similar security risks from adversarial attacks as deep convolutional neural networks (CNNs). However, directly ap…
cs.CV2024
FRRffusion: Unveiling Authenticity with Diffusion-Based Face Retouching Reversal
Fengchuang Xing, Xiaowen Shi, Yuan-Gen Wang +1
Unveiling the real appearance of retouched faces to prevent malicious users from deceptive advertising and economic fraud has been an increasing concern in the era of digital econo…
cs.CV2024
CPDM: Content-Preserving Diffusion Model for Underwater Image Enhancement
Xiaowen Shi, Yuan-Gen Wang
Underwater image enhancement (UIE) is challenging since image degradation in aquatic environments is complicated and changing over time. Existing mainstream methods rely on either…