计算机科学
数字版权管理
水印
散列函数
块链
数字水印
计算机安全
数字内容
块(置换群论)
人工智能
图像(数学)
多媒体
数学
几何学
作者
Jian Yun,Xinyu Liu,Yusheng Lu,Jingdan Guan,Xinyang Liu
出处
期刊:PLOS ONE
[Public Library of Science]
日期:2024-09-19
卷期号:19 (9): e0309743-e0309743
标识
DOI:10.1371/journal.pone.0309743
摘要
The unauthorized replication and distribution of digital images pose significant challenges to copyright protection. While existing solutions incorporate blockchain-based techniques such as perceptual hashing and digital watermarking, they lack large-scale experimental validation and a dedicated blockchain consensus protocol for image copyright management. This paper introduces DRPChain, a novel digital image copyright management system that addresses these issues. DRPChain employs an efficient cropping-resistant robust image hashing algorithm to defend against 14 common image attacks, demonstrating an 85% success rate in watermark extraction, 10% higher than the original scheme. Moreover, the paper designs the K-Raft consensus algorithm tailored for image copyright protection. Comparative experiments with Raft and benchmarking against PoW and PBFT algorithms show that K-Raft reduces block error rates by 2%, improves efficiency by 300ms compared to Raft, and exhibits superior efficiency,decentralization, and throughput compared to PoW and PBFT. These advantages make K-Raft more suitable for digital image copyright protection. This research contributes valuable insights into using blockchain technology for digital copyright protection, providing a solid foundation for future exploration.
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