STDatav2:访问有效的黑盒窃取对敌对攻击的攻击

概括

这项研究通过使用合成和代理数据来增强代孕模型训练,以防止模式崩. 一个新的自我条件框架确保了数据多样性和特定类别的约束,以改善黑盒模型窃取防御.

相关概念视频

Stereotype Content Model02:16

Stereotype Content Model

The Stereotype Content Model (SCM) was first proposed by Susan Fiske and her colleagues (Fiske, Cuddy, Glick & Xu, 2002; see also Fiske, 2012 and Fiske, 2017). The SCM specifies that when someone encounters a new group, they will stereotype them based on two metrics: warmth—or that group’s perceived intent, and how likely they are to provide help or inflict harm—and competence—or their ability to carry out that objective. Depending on the warmth-competence...
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