基于人工智能算法的数字知识产权保护系统

Xuan Wang
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引用次数: 0

摘要

目前,数字知识产权保护系统的设计一般采用人工管理与中央组织相结合的方式。在这种模式下,系统容易受到各种攻击,导致系统被入侵或故障。为了解决现有研究中基于人工智能技术的数字知识产权保护系统,对数字水印攻击手段、用户对系统的需求进行了深入分析,并对神经网络进行了深入探讨,在此基础上对本文提出的基于人工智能算法的数字知识产权保护系统的开发环境和基准数据集进行了简单的描述。并对系统的体系结构进行了设计和讨论。最后,对集成深度神经网络的数字知识产权保护系统进行了实验分析。实验数据表明,基于人工智能算法的深度神经网络技术可以抵御产权攻击,数字水印和数字签名对四种攻击的平均准确率分别达到85%和98%左右。由此验证了基于人工智能的算法对数字知识产权保护具有良好的防御效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Digital Intellectual Property Protection System Based on Artificial Intelligence Algorithm
At present, digital intellectual property protection system is generally designed by combining manual management with central organization. In this mode, the system is easily subjected to various attacks, leading to system intrusion or failure. In order to solve the existing research of digital intellectual property protection system based on artificial intelligence technology, digital watermark attack means, users of the system requirements analysis and the depth of the neural network is discussed, on the basis of against based on artificial intelligence algorithm proposed in this paper the development environment of digital intellectual property protection system and benchmark data set were described simply. Furthermore, the system architecture is designed and discussed. Finally, the digital intellectual property protection system integrated with deep neural network is analyzed experimentally. The experimental data show that the deep neural network technology based on artificial intelligence algorithm can protect against property rights attacks, and the accuracy of digital watermarking and digital signature against four types of attacks is about 85% and 98% on average, respectively. Therefore, it is verified that the AI-based algorithm has a good defense effect on the protection of digital intellectual property rights.
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