Adversarial attacks and robustness for segment anything model

• Main Author: Liu, Shifei
• Other Authors: Jiang Xudong
• Format: Final Year Project
• Language: English
• Published: Nanyang Technological University 2024
• Subjects: Computer and Information Science; Robustness; Adversarial attacks
• Online Access: https://hdl.handle.net/10356/177032
• Institution: Nanyang Technological University

Segment Anything Model (SAM), as a potent graphic segmentation model, has demonstrated its application potential in various fields. Before deploying SAM in various applications, the robustness of SAM against adversarial attacks is a security concern that must be addressed. In this paper, we ex...