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Published at November 14

Your Fixed Watermark is Fragile: Towards Semantic-Aware Watermark for EaaS Copyright Protection

cs.CR

cs.AI

Released Date: November 14, 2024

Authors: Zekun Fei¹, Biao Yi¹, Jianing Geng¹, Ruiqi He¹, Lihai Nie¹, Zheli Liu¹

Aff.: ¹Nankai University

Arxiv: http://arxiv.org/abs/2411.09359v1

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Datasets	Cos AUPRC	$L_{2}$ AUPRC	PCA AUPRC^⋆	Deletion Performance
Datasets	Cos AUPRC	$L_{2}$ AUPRC	PCA AUPRC^⋆	$\mathit{Total\ Deletion}$	$\mathit{TPR}^{\star}\uparrow$	$\mathit{FPR}\downarrow$	$\mathit{Precision}\uparrow$
Enron Spam	$0.4133$	$0.4088$	$0.5574$	$133/5000$	$15.78\%$	$0.99\%$	$66.92\%$
SST2	$0.5348$	$0.5296$	$0.6946$	$87/5000$	$20.75\%$	$0.32\%$	$82.76\%$
MIND	$0.9999$	$0.9999$	$0.9999$	$80/5000$	$52.63\%$	$0\%$	$100\%$
AG News	$0.2731$	$0.2669$	$0.3295$	$216/5000$	$13.97\%$	$2.97\%$	$39.81\%$