有节制 发表于 2025-4-1 02:47:00
A Theoretically Grounded Extension of Universal Attacks from the Attacker’s ViewpointSpecifically, we embrace the attacker’s perspective and introduce a theoretical bound quantifying how much the universal perturbations are able to fool a given model on unseen examples. An extension to assert the transferability of universal attacks is also provided. To learn such perturbations, we马赛克 发表于 2025-4-1 05:59:47
Linear Modeling of the Adversarial Noise Spaceinguish specific attacks adapted to each example from universal ones, referred to as example-agnostic. Even though specific adversarial attacks are efficient on their target DNN classifier to attack, they struggle to transfer to others. Conversely, universal adversarial attacks suffer from lower att偏见 发表于 2025-4-1 11:25:32
http://reply.papertrans.cn/63/6206/620538/620538_63.png交响乐 发表于 2025-4-1 15:17:36
http://reply.papertrans.cn/63/6206/620538/620538_64.png