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Chinese Text Zero-Watermark Based on Three-dimensional Space Model

机译:基于三维空间模型的中文文本零水印

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—Aiming at the limitation of existing Zero- Watermark algorithm in the copyright protection, a Chinese text Zero-Watermark scenario based on threedimensional space model was proposed. In the scenario, the three-dimensional model was constructed by using the features of high frequency words, sentence length and its weights. Afterwards, the algorithm generates a watermark based on the text abstract-set which can be extracted later by comparing the distance of each sentence point with the centre of model. In case of any copyright conflict, the extraction algorithm extracts the abstract-set from the copyright disputes text again, and by calculating the semantic distance to define original copyright owner. Furthermore, the effectiveness and feasibility of the proposed algorithm was proved with algorithm simulation. The simulation results also showed that the algorithm had good robustness, especially for syntactic transfer, synonyms replacement and shear attacks occurring randomly.
机译:- 提出了在版权保护中的现有零水印算法的限制,提出了一种基于三维空间模型的中文文本零水印场景。在场景中,通过使用高频词,句子长度及其权重的特征来构建三维模型。之后,该算法基于文本抽象集生成水印,可以通过比较每个句子点与模型中心的距离来提取。在任何版权冲突的情况下,提取算法再次提取从版权纠纷文本的抽象集,并通过计算语义距离来定义原始版权所有者。此外,通过算法模拟证明了所提出的算法的有效性和可行性。仿真结果还表明,该算法具有良好的鲁棒性,特别是对于句法转移,同义词替换和剪切攻击发生随机发生。

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