ICMLJun, 2020
揭示对抗可迁移性与知识可迁移性之间的关联
Uncovering the Connections Between Adversarial Transferability and Knowledge Transferability
Kaizhao Liang, Jacky Y. Zhang, Boxin Wang, Zhuolin Yang, Oluwasanmi Koyejo...
TL;DR本文分析传递学习(knowledge transferability)与对抗可迁移性(adversarial transferability)之间的相互作用,并提出两种实用的对抗可迁移性度量,通过广泛的实验证明了对抗可迁移性与知识可迁移性之间的正相关性,为未来有效的知识转移学习和对抗迁移性分析提供了启示。