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Feb, 2024
针对监督学习和对比学习同时的高效可用性攻击
Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
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Yihan Wang, Yifan Zhu, Xiao-Shan Gao
TL;DR
通过采用对比样本增强的方式,在监督学习和对比学习算法中实现了卓越的模型无法学习性能,以提高数据保护的能力。
Abstract
availability attacks
can prevent the unauthorized use of private data and commercial datasets by generating imperceptible noise and making unlearnable examples before release. Ideally, the obtained
unlearnability
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