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AWEncoder: Adversarial Watermarking Pre-Trained Encoders in Contrastive Learning

As a self-supervised learning paradigm, contrastive learning has been widely used to pre-train a powerful encoder as an effective feature extractor for various downstream tasks. This process requires numerous unlabeled training data and computational resources, which makes the pre-trained encoder be...

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Principais autores: Tianxing Zhang, Hanzhou Wu, Xiaofeng Lu, Gengle Han, Guangling Sun
Format: Artigo
Sprog:Inglês
Udgivet: MDPI AG 2023-03-01
Serier:Applied Sciences
Fag:
model watermarking
contrastive learning
security
deep neural networks
Online adgang:https://www.mdpi.com/2076-3417/13/6/3531
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