{"title":"一种利用双向直方图移位和多级嵌入的有效的可逆数据隐藏技术","authors":"Sanjay Kumar , Gurjit Singh Walia , Anjana Gupta","doi":"10.1016/j.engappai.2025.110986","DOIUrl":null,"url":null,"abstract":"<div><div>Reversible Data Hiding has been extensively investigated due to its myriad applications in different fields such as defense, medical, cloud storage, and secure data communication over public networks. However, most of the techniques suffer due to concerns about data capacity, communication overhead, and data security. To solve these concerns, a novel technique has been proposed that ensures high security and optimum capacity, wherein no additional overhead is required to be transmitted through a separate channel. For this, bidirectional embedding of secret data has been proposed wherein both the left and right peaks from the main histogram peak have been exploited for data embedding, thereby achieving high embedding capacity. Data embedding is performed in multistage in both plain and encrypted domains to achieve not only optimum quality but also high security. The secret data embedding capacity is also tunable, wherein the number of bits per pixel can be determined from the size of the cover and the amount of secret data. In addition, block-wise embedding of secret data further enhances the data embedding capacity. The proposed technique is demonstrated to perform better in comparison to the state-of-the-art techniques while, experimental analysis over different types of cover by different performance metrics was done. On average, the PSNR (Peak Signal-to-Noise Ratio) and SSIM (Structural Similarity Index) values of 43.22 dB and 0.9984 respectively, is obtained for one bit per peak pixel embedding.</div></div>","PeriodicalId":50523,"journal":{"name":"Engineering Applications of Artificial Intelligence","volume":"156 ","pages":"Article 110986"},"PeriodicalIF":7.5000,"publicationDate":"2025-05-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"An efficient technique for reversible data hiding using bidirectional histogram shifting and multistage embedding\",\"authors\":\"Sanjay Kumar , Gurjit Singh Walia , Anjana Gupta\",\"doi\":\"10.1016/j.engappai.2025.110986\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Reversible Data Hiding has been extensively investigated due to its myriad applications in different fields such as defense, medical, cloud storage, and secure data communication over public networks. However, most of the techniques suffer due to concerns about data capacity, communication overhead, and data security. To solve these concerns, a novel technique has been proposed that ensures high security and optimum capacity, wherein no additional overhead is required to be transmitted through a separate channel. For this, bidirectional embedding of secret data has been proposed wherein both the left and right peaks from the main histogram peak have been exploited for data embedding, thereby achieving high embedding capacity. Data embedding is performed in multistage in both plain and encrypted domains to achieve not only optimum quality but also high security. The secret data embedding capacity is also tunable, wherein the number of bits per pixel can be determined from the size of the cover and the amount of secret data. In addition, block-wise embedding of secret data further enhances the data embedding capacity. The proposed technique is demonstrated to perform better in comparison to the state-of-the-art techniques while, experimental analysis over different types of cover by different performance metrics was done. On average, the PSNR (Peak Signal-to-Noise Ratio) and SSIM (Structural Similarity Index) values of 43.22 dB and 0.9984 respectively, is obtained for one bit per peak pixel embedding.</div></div>\",\"PeriodicalId\":50523,\"journal\":{\"name\":\"Engineering Applications of Artificial Intelligence\",\"volume\":\"156 \",\"pages\":\"Article 110986\"},\"PeriodicalIF\":7.5000,\"publicationDate\":\"2025-05-19\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Engineering Applications of Artificial Intelligence\",\"FirstCategoryId\":\"94\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0952197625009868\",\"RegionNum\":2,\"RegionCategory\":\"计算机科学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"AUTOMATION & CONTROL SYSTEMS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Engineering Applications of Artificial Intelligence","FirstCategoryId":"94","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0952197625009868","RegionNum":2,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"AUTOMATION & CONTROL SYSTEMS","Score":null,"Total":0}
An efficient technique for reversible data hiding using bidirectional histogram shifting and multistage embedding
Reversible Data Hiding has been extensively investigated due to its myriad applications in different fields such as defense, medical, cloud storage, and secure data communication over public networks. However, most of the techniques suffer due to concerns about data capacity, communication overhead, and data security. To solve these concerns, a novel technique has been proposed that ensures high security and optimum capacity, wherein no additional overhead is required to be transmitted through a separate channel. For this, bidirectional embedding of secret data has been proposed wherein both the left and right peaks from the main histogram peak have been exploited for data embedding, thereby achieving high embedding capacity. Data embedding is performed in multistage in both plain and encrypted domains to achieve not only optimum quality but also high security. The secret data embedding capacity is also tunable, wherein the number of bits per pixel can be determined from the size of the cover and the amount of secret data. In addition, block-wise embedding of secret data further enhances the data embedding capacity. The proposed technique is demonstrated to perform better in comparison to the state-of-the-art techniques while, experimental analysis over different types of cover by different performance metrics was done. On average, the PSNR (Peak Signal-to-Noise Ratio) and SSIM (Structural Similarity Index) values of 43.22 dB and 0.9984 respectively, is obtained for one bit per peak pixel embedding.
期刊介绍:
Artificial Intelligence (AI) is pivotal in driving the fourth industrial revolution, witnessing remarkable advancements across various machine learning methodologies. AI techniques have become indispensable tools for practicing engineers, enabling them to tackle previously insurmountable challenges. Engineering Applications of Artificial Intelligence serves as a global platform for the swift dissemination of research elucidating the practical application of AI methods across all engineering disciplines. Submitted papers are expected to present novel aspects of AI utilized in real-world engineering applications, validated using publicly available datasets to ensure the replicability of research outcomes. Join us in exploring the transformative potential of AI in engineering.