Mar 20, 2024 · In this work, we opine that the influence of token entropy should be fully considered in the watermark detection process, i.e., the weight of ...
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Aug 11, 2024 · To better address the low-entropy watermarking detection problem than previous methods, we intro- duce an Entropy-based Text Watermark Detection.
May 24, 2024 · We proposed an Entropy-based Watermark Detection (EWD) that gives higher-entropy tokens higher influence weights during watermark detection.
By modifying the token distributions, it leads the generated text to contain mostly watermarked (green) tokens. In the watermark detection process, the degree ...
Sep 23, 2024 · In authentication watermarking a hidden data is inserted into an image in order to detect any alterations. In the proposed method, the host ...
Jun 10, 2024 · The proposed technique aims to identify the presence of watermarks in text documents without requiring knowledge of the original, unwatermarked ...
A comprehensive survey of the current state of text watermarking technology in the era of LLM is conducted to provide researchers with a thorough understanding.
Jul 27, 2024 · Natural language processing, entropy, and watermarking techniques have been integrated into this method to improve the security and reliability ...
In this paper, an intelligent method has been proposed to enhance the accuracy of tampering detection of Arabic text based on hybrid techniques.
An Entropy-based Text Watermarking Detection Method ... From the experiments, we demonstrate that our EWD can achieve better detection performance in low-entropy ...