The Good, the Bad and the Ugly: Meta-Analysis of Watermarks, Transferable Attacks and Adversarial Defenses
好坏与丑:水印、可转移攻击和对抗防御的元分析
AI总结 本文通过元分析探讨了水印、可转移攻击和对抗防御之间的权衡,证明了三者中至少存在其一,并利用全同态加密构建了可转移攻击的实例。
Comments 47 pages, 3 figures, 4 tables, preliminary version published in ICML 2024 (Workshop on Theoretical Foundations of Foundation Models) and , see https://openreview.net/pdf?id=WMaFRiggwV