Transferable adversarial attacks on SAM and its downstream models

• المؤلفون الرئيسيون: Xia, Song, Yang, Wenhan, Yu, Yi, Lin, Xun, Ding, Henghui, Duan, Lingyu, Jiang, Xudong
• مؤلفون آخرون: School of Electrical and Electronic Engineering
• التنسيق: Conference or Workshop Item
• اللغة: English
• منشور في: 2025
• الموضوعات: Computer and Information Science
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/182745
• المؤسسة: Nanyang Technological University

The utilization of large foundational models has a dilemma: while fine-tuning downstream tasks from them holds promise for making use of the well-generalized knowledge in practical applications, their open accessibility also poses threats of adverse usage. This paper, for the first time, explores th...