Adversarial attacks and robustness for segment anything model

• المؤلف الرئيسي: Liu, Shifei
• مؤلفون آخرون: Jiang Xudong
• التنسيق: Final Year Project
• اللغة: English
• منشور في: Nanyang Technological University 2024
• الموضوعات: Computer and Information Science; Robustness; Adversarial attacks
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/177032
• المؤسسة: 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...