{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,31]],"date-time":"2026-03-31T16:32:12Z","timestamp":1774974732070,"version":"3.50.1"},"reference-count":50,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2023,5,30]],"date-time":"2023-05-30T00:00:00Z","timestamp":1685404800000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2023,5,30]],"date-time":"2023-05-30T00:00:00Z","timestamp":1685404800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Multimed Tools Appl"],"published-print":{"date-parts":[[2024,1]]},"DOI":"10.1007\/s11042-023-15319-8","type":"journal-article","created":{"date-parts":[[2023,5,30]],"date-time":"2023-05-30T13:02:34Z","timestamp":1685451754000},"page":"4993-5030","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":10,"title":["A prediction error based reversible data hiding scheme in encrypted image using block marking and cover image pre-processing"],"prefix":"10.1007","volume":"83","author":[{"given":"Shaiju","family":"Panchikkil","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"V. M.","family":"Manikandan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2023,5,30]]},"reference":[{"key":"15319_CR1","doi-asserted-by":"crossref","first-page":"922","DOI":"10.1016\/j.ijleo.2016.11.059","volume":"130","author":"S Agrawal","year":"2017","unstructured":"Agrawal S, Kumar M (2017) Mean value based reversible data hiding in encrypted images. Optik 130:922\u2013934","journal-title":"Optik"},{"issue":"17","key":"15319_CR2","doi-asserted-by":"crossref","first-page":"26021","DOI":"10.1007\/s11042-021-10801-7","volume":"80","author":"A Al-Haj","year":"2021","unstructured":"Al-Haj A, Abdel-Nabi H (2021) An efficient watermarking algorithm for medical images. Multimed Tools Appl 80(17):26021\u201326047","journal-title":"Multimed Tools Appl"},{"key":"15319_CR3","unstructured":"Albertina B, Watson M, Holback C, Jarosz R, Kirk S, Lee Y, Lemmerman J (2016) Radiology data from the cancer genome atlas lung adenocarcinoma [tcga-luad] collection. The Cancer Imaging Archive"},{"issue":"13","key":"15319_CR4","doi-asserted-by":"crossref","first-page":"19695","DOI":"10.1007\/s11042-021-10729-y","volume":"80","author":"R Anushiadevi","year":"2021","unstructured":"Anushiadevi R, Praveenkumar P, Rayappan JBB, Amirtharajan R (2021) Uncover the cover to recover the hidden secret-a separable reversible data hiding framework. Multimed Tools Appl 80(13):19695\u201319714","journal-title":"Multimed Tools Appl"},{"key":"15319_CR5","doi-asserted-by":"crossref","first-page":"102","DOI":"10.1016\/j.bspc.2020.102276","volume":"64","author":"R Bhardwaj","year":"2021","unstructured":"Bhardwaj R (2021) An enhanced reversible patient data hiding algorithm for e-healthcare. Biomed Signal Process Control 64:102\u2013276","journal-title":"Biomed Signal Process Control"},{"issue":"5","key":"15319_CR6","doi-asserted-by":"crossref","first-page":"1132","DOI":"10.1109\/TCYB.2015.2423678","volume":"46","author":"X Cao","year":"2015","unstructured":"Cao X, Du L, Wei X, Meng D, Guo X (2015) High capacity reversible data hiding in encrypted images by patch-level sparse representation. IEEE Trans Cybern 46(5):1132\u20131143","journal-title":"IEEE Trans Cybern"},{"issue":"22","key":"15319_CR7","doi-asserted-by":"crossref","first-page":"31441","DOI":"10.1007\/s11042-019-07946-x","volume":"78","author":"K Chen","year":"2019","unstructured":"Chen K, Chang CC (2019) Error-free separable reversible data hiding in encrypted images using linear regression and prediction error map. Multimed Tools Appl 78(22):31441\u201331465","journal-title":"Multimed Tools Appl"},{"issue":"5","key":"15319_CR8","doi-asserted-by":"crossref","first-page":"1164","DOI":"10.1016\/j.jvcir.2014.04.003","volume":"25","author":"YC Chen","year":"2014","unstructured":"Chen YC, Shiu CW, Horng G (2014) Encrypted signal-based reversible data hiding with public key cryptosystem. J Vis Commun Image Rep 25 (5):1164\u20131170","journal-title":"J Vis Commun Image Rep"},{"issue":"6","key":"15319_CR9","doi-asserted-by":"crossref","first-page":"1045","DOI":"10.1007\/s10278-013-9622-7","volume":"26","author":"K Clark","year":"2013","unstructured":"Clark K, Vendt B, Smith K, Freymann J, Kirby J, Koppel P, Moore S, Phillips S, Maffitt D, Pringle M et al (2013) The cancer imaging archive (tcia): maintaining and operating a public information repository. J Digit Imaging 26(6):1045\u20131057","journal-title":"J Digit Imaging"},{"key":"15319_CR10","unstructured":"DICOM (2022) Accessed 01 Apr 2022 image database, URL: https:\/\/www.dicomlibrary.com\/"},{"issue":"4","key":"15319_CR11","doi-asserted-by":"crossref","first-page":"1779","DOI":"10.1109\/TIP.2014.2307482","volume":"23","author":"IC Dragoi","year":"2014","unstructured":"Dragoi IC, Coltuc D (2014) Local-prediction-based difference expansion reversible watermarking. IEEE Trans Image Process 23(4):1779\u20131790","journal-title":"IEEE Trans Image Process"},{"issue":"5","key":"15319_CR12","doi-asserted-by":"crossref","first-page":"2420","DOI":"10.1109\/TIP.2016.2549458","volume":"25","author":"IC Dragoi","year":"2016","unstructured":"Dragoi IC, Coltuc D (2016) Adaptive pairing reversible watermarking. IEEE Trans Image Process 25(5):2420\u20132422","journal-title":"IEEE Trans Image Process"},{"key":"15319_CR13","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1109\/TIFS.2020.3006382","volume":"16","author":"IC Dragoi","year":"2020","unstructured":"Dragoi IC, Coltuc D (2020) On the security of reversible data hiding in encrypted images by msb prediction. IEEE Trans Inf Forensics Secur 16:187\u2013189","journal-title":"IEEE Trans Inf Forensics Secur"},{"issue":"8","key":"15319_CR14","doi-asserted-by":"crossref","first-page":"2285","DOI":"10.1109\/TCSVT.2018.2863029","volume":"29","author":"H Ge","year":"2018","unstructured":"Ge H, Chen Y, Qian Z, Wang J (2018) A high capacity multi-level approach for reversible data hiding in encrypted images. IEEE Trans Circuits Syst Video Technol 29(8):2285\u20132295","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"issue":"9","key":"15319_CR15","doi-asserted-by":"crossref","first-page":"8441","DOI":"10.1007\/s13369-021-05529-3","volume":"46","author":"FS Hassan","year":"2021","unstructured":"Hassan FS, Gutub A (2021) Efficient image reversible data hiding technique based on interpolation optimization. Arab J Sci Eng 46(9):8441\u20138456","journal-title":"Arab J Sci Eng"},{"key":"15319_CR16","doi-asserted-by":"crossref","first-page":"784","DOI":"10.1016\/j.ins.2018.04.088","volume":"467","author":"W He","year":"2018","unstructured":"He W, Xiong G, Weng S, Cai Z, Wang Y (2018) Reversible data hiding using multi-pass pixel-value-ordering and pairwise prediction-error expansion. Inf Sci 467:784\u2013799","journal-title":"Inf Sci"},{"key":"15319_CR17","first-page":"116","volume":"92","author":"J Hou","year":"2021","unstructured":"Hou J, Ou B, Tian H, Qin Z (2021) Reversible data hiding based on multiple histograms modification and deep neural networks. Signal Process: Image Commun 92:116\u2013118","journal-title":"Signal Process: Image Commun"},{"key":"15319_CR18","first-page":"115","volume":"80","author":"D Huang","year":"2020","unstructured":"Huang D, Wang J (2020) High-capacity reversible data hiding in encrypted image based on specific encryption process. Signal Process: Image Commun 80:115\u2013632","journal-title":"Signal Process: Image Commun"},{"key":"15319_CR19","doi-asserted-by":"crossref","first-page":"262","DOI":"10.1016\/j.ijinfomgt.2018.09.008","volume":"45","author":"JA Kaw","year":"2019","unstructured":"Kaw JA, Loan NA, Parah SA, Muhammad K, Sheikh JA, Bhat GM (2019) A reversible and secure patient information hiding system for iot driven e-health. Int J Inf Manag 45:262\u2013275","journal-title":"Int J Inf Manag"},{"issue":"7","key":"15319_CR20","doi-asserted-by":"crossref","first-page":"2017","DOI":"10.1007\/s00521-018-3489-y","volume":"30","author":"MR Khosravi","year":"2018","unstructured":"Khosravi MR, Yazdi M (2018) A lossless data hiding scheme for medical images using a hybrid solution based on ibrw error histogram computation and quartered interpolation with greedy weights. Neural Comput Appl 30(7):2017\u20132028","journal-title":"Neural Comput Appl"},{"issue":"11","key":"15319_CR21","doi-asserted-by":"crossref","first-page":"3236","DOI":"10.1109\/TCSVT.2018.2878932","volume":"29","author":"S Kim","year":"2018","unstructured":"Kim S, Qu X, Sachnev V, Kim HJ (2018) Skewed histogram shifting for reversible data hiding using a pair of extreme predictions. IEEE Trans Circuits Syst Video Technol 29(11):3236\u20133246","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"issue":"1","key":"15319_CR22","doi-asserted-by":"crossref","first-page":"241","DOI":"10.1007\/s11042-014-2289-3","volume":"75","author":"R Kumar","year":"2016","unstructured":"Kumar R, Chand S (2016) A reversible high capacity data hiding scheme using pixel value adjusting feature. Multimed Tools Appl 75(1):241\u2013259","journal-title":"Multimed Tools Appl"},{"key":"15319_CR23","doi-asserted-by":"crossref","first-page":"190","DOI":"10.1016\/j.sigpro.2016.07.002","volume":"130","author":"M Li","year":"2017","unstructured":"Li M, Li Y (2017) Histogram shifting in encrypted images with public key cryptosystem for reversible data hiding. Signal Process 130:190\u2013196","journal-title":"Signal Process"},{"key":"15319_CR24","doi-asserted-by":"crossref","unstructured":"Liao X, Yin J, Chen M, Qin Z (2020) Adaptive payload distribution in multiple images steganography based on image texture features. IEEE Transactions on Dependable and Secure Computing","DOI":"10.1109\/TDSC.2020.3004708"},{"issue":"3","key":"15319_CR25","doi-asserted-by":"crossref","first-page":"685","DOI":"10.1109\/TCSVT.2019.2896270","volume":"30","author":"X Liao","year":"2019","unstructured":"Liao X, Yu Y, Li B, Li Z, Qin Z (2019) A new payload partition strategy in color image steganography. IEEE Trans Circuits Syst Video Technol 30 (3):685\u2013696","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"issue":"12","key":"15319_CR26","doi-asserted-by":"crossref","first-page":"15803","DOI":"10.1007\/s11042-017-5156-1","volume":"77","author":"A Malik","year":"2018","unstructured":"Malik A, Singh S, Kumar R (2018) Recovery based high capacity reversible data hiding scheme using even-odd embedding. Multimed Tools Appl 77 (12):15803\u201315827","journal-title":"Multimed Tools Appl"},{"key":"15319_CR27","first-page":"102","volume":"48","author":"A Malik","year":"2019","unstructured":"Malik A, Wang H, Chen T, Yang T, Khan AN, Wu H, Chen Y, Hu Y (2019) Reversible data hiding in homomorphically encrypted image using interpolation technique. J Inf Secur Appl 48:102\u2013374","journal-title":"J Inf Secur Appl"},{"issue":"23","key":"15319_CR28","doi-asserted-by":"crossref","first-page":"31281","DOI":"10.1007\/s11042-018-6203-2","volume":"77","author":"S Meikap","year":"2018","unstructured":"Meikap S, Jana B (2018) Directional pvo for reversible data hiding scheme with image interpolation. Multimed Tools Appl 77(23):31281\u201331311","journal-title":"Multimed Tools Appl"},{"issue":"6","key":"15319_CR29","doi-asserted-by":"crossref","first-page":"7181","DOI":"10.1007\/s11042-018-6465-8","volume":"78","author":"AA Mohammad","year":"2019","unstructured":"Mohammad AA, Al-Haj A, Farfoura M (2019) An improved capacity data hiding technique based on image interpolation. Multimed Tools Appl 78 (6):7181\u20137205","journal-title":"Multimed Tools Appl"},{"key":"15319_CR30","first-page":"84","volume":"44","author":"TS Nguyen","year":"2016","unstructured":"Nguyen TS, Chang CC, Chang WC (2016) High capacity reversible data hiding scheme for encrypted images. Signal Process: Image Commun 44:84\u201391","journal-title":"Signal Process: Image Commun"},{"key":"15319_CR31","doi-asserted-by":"crossref","first-page":"12","DOI":"10.1016\/j.jvcir.2016.05.005","volume":"39","author":"B Ou","year":"2016","unstructured":"Ou B, Li X, Wang J (2016) High-fidelity reversible data hiding based on pixel-value-ordering and pairwise prediction-error expansion. J Vis Commun Image Represent 39:12\u201323","journal-title":"J Vis Commun Image Represent"},{"issue":"12","key":"15319_CR32","doi-asserted-by":"crossref","first-page":"5010","DOI":"10.1109\/TIP.2013.2281422","volume":"22","author":"B Ou","year":"2013","unstructured":"Ou B, Li X, Zhao Y, Ni R, Shi YQ (2013) Pairwise prediction-error expansion for efficient reversible data hiding. IEEE Trans Image Process 22(12):5010\u20135021","journal-title":"IEEE Trans Image Process"},{"key":"15319_CR33","doi-asserted-by":"crossref","first-page":"168","DOI":"10.1016\/j.ijleo.2021.168137","volume":"250","author":"S Panchikkil","year":"2022","unstructured":"Panchikkil S, Manikandan V, Zhang YD (2022) A convolutional neural network model based reversible data hiding scheme in encrypted images with block-wise arnold transform. Optik 250:168\u2013137","journal-title":"Optik"},{"key":"15319_CR34","doi-asserted-by":"crossref","first-page":"169","DOI":"10.1016\/j.ijleo.2022.169211","volume":"261","author":"S Panchikkil","year":"2022","unstructured":"Panchikkil S, Manikandan V, Zhang YD (2022) An efficient spatial transformation-based entropy retained reversible data hiding scheme in encrypted images. Optik 261:169\u2013211","journal-title":"Optik"},{"key":"15319_CR35","doi-asserted-by":"crossref","unstructured":"Panchikkil S, Manikandan V, Zhang YD (2022) A pseudo-random pixel mapping with weighted mesh graph approach for reversible data hiding in encrypted image. Multimedia Tools and Applications pp 1\u201329","DOI":"10.1007\/s11042-022-12350-z"},{"issue":"7","key":"15319_CR36","doi-asserted-by":"crossref","first-page":"1670","DOI":"10.1109\/TIFS.2018.2799381","volume":"13","author":"P Puteaux","year":"2018","unstructured":"Puteaux P, Puech W (2018) An efficient msb prediction-based method for high-capacity reversible data hiding in encrypted images. IEEE Trans Inf Forensics Secur 13(7):1670\u20131681","journal-title":"IEEE Trans Inf Forensics Secur"},{"issue":"4","key":"15319_CR37","doi-asserted-by":"crossref","first-page":"636","DOI":"10.1109\/TCSVT.2015.2418611","volume":"26","author":"Z Qian","year":"2015","unstructured":"Qian Z, Zhang X (2015) Reversible data hiding in encrypted images with distributed source encoding. IEEE Trans Circuits Syst Video Technol 26 (4):636\u2013646","journal-title":"IEEE Trans Circuits Syst Video Technol"},{"issue":"4","key":"15319_CR38","doi-asserted-by":"crossref","first-page":"32","DOI":"10.1109\/51.775487","volume":"18","author":"K Shimizu","year":"1999","unstructured":"Shimizu K (1999) Telemedicine by mobile communication. IEEE Eng Med Biol Mag 18(4):32\u201344","journal-title":"IEEE Eng Med Biol Mag"},{"issue":"2","key":"15319_CR39","doi-asserted-by":"crossref","first-page":"888","DOI":"10.1109\/TNSE.2021.3139671","volume":"9","author":"J Tan","year":"2021","unstructured":"Tan J, Liao X, Liu J, Cao Y, Jiang H (2021) Channel attention image steganography with generative adversarial networks. IEEE Trans Netw Sci Eng 9(2):888\u2013903","journal-title":"IEEE Trans Netw Sci Eng"},{"key":"15319_CR40","unstructured":"USC (2022) accessed 01 Apr 2022 image database, URL: http:\/\/sipi.usc.edu\/database\/"},{"key":"15319_CR41","doi-asserted-by":"crossref","unstructured":"Wang Y, He W (2021) High capacity reversible data hiding in encrypted image based on adaptive msb prediction. IEEE Transactions on Multimedia","DOI":"10.1109\/TMM.2020.2999187"},{"key":"15319_CR42","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1016\/j.jvcir.2016.09.005","volume":"41","author":"X Wu","year":"2016","unstructured":"Wu X, Chen B, Weng J (2016) Reversible data hiding for encrypted signals by homomorphic encryption and signal energy transfer. J Vis Commun Image Represent 41:58\u201364","journal-title":"J Vis Commun Image Represent"},{"key":"15319_CR43","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1016\/j.jvcir.2017.02.001","volume":"45","author":"D Xiao","year":"2017","unstructured":"Xiao D, Xiang Y, Zheng H, Wang Y (2017) Separable reversible data hiding in encrypted image based on pixel value ordering and additive homomorphism. J Vis Commun Image Represent 45:1\u201310","journal-title":"J Vis Commun Image Represent"},{"key":"15319_CR44","doi-asserted-by":"crossref","first-page":"52028","DOI":"10.1109\/ACCESS.2020.2980302","volume":"8","author":"XZ Xie","year":"2020","unstructured":"Xie XZ, Chang CC, Chen K (2020) A high-embedding efficiency rdh in encrypted image combining msb prediction and matrix encoding for non-volatile memory-based cloud service. IEEE Access 8:52028\u201352040","journal-title":"IEEE Access"},{"issue":"3","key":"15319_CR45","doi-asserted-by":"crossref","first-page":"1191","DOI":"10.1007\/s11045-017-0497-5","volume":"29","author":"L Xiong","year":"2018","unstructured":"Xiong L, Xu Z, Shi Y Q (2018) An integer wavelet transform based scheme for reversible data hiding in encrypted images. Multidim Syst Sign Process 29(3):1191\u20131202","journal-title":"Multidim Syst Sign Process"},{"key":"15319_CR46","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.sigpro.2015.12.012","volume":"123","author":"D Xu","year":"2016","unstructured":"Xu D, Wang R (2016) Separable and error-free reversible data hiding in encrypted images. Signal Process 123:9\u201321","journal-title":"Signal Process"},{"key":"15319_CR47","doi-asserted-by":"crossref","unstructured":"Yousif SF, Abboud AJ, Alhumaima RS (2022) A new image encryption based on bit replacing, chaos and dna coding techniques. Multimed Tools Appl pp 1\u201341","DOI":"10.1007\/s11042-022-12762-x"},{"key":"15319_CR48","doi-asserted-by":"crossref","first-page":"155184","DOI":"10.1109\/ACCESS.2020.3019216","volume":"8","author":"SF Yousif","year":"2020","unstructured":"Yousif SF, Abboud AJ, Radhi HY (2020) Robust image encryption with scanning technology, the el-gamal algorithm and chaos theory. IEEE Access 8:155184\u2013155209","journal-title":"IEEE Access"},{"issue":"2","key":"15319_CR49","doi-asserted-by":"crossref","first-page":"661","DOI":"10.1109\/TNNLS.2019.2908982","volume":"31","author":"J Yu","year":"2019","unstructured":"Yu J, Zhu C, Zhang J, Huang Q, Tao D (2019) Spatial pyramid-enhanced netvlad with weighted triplet loss for place recognition. IEEE Trans Neural Netw Learn Syst 31(2):661\u2013674","journal-title":"IEEE Trans Neural Netw Learn Syst"},{"issue":"21","key":"15319_CR50","doi-asserted-by":"crossref","first-page":"13765","DOI":"10.1007\/s11042-015-2920-y","volume":"75","author":"S Zheng","year":"2016","unstructured":"Zheng S, Li D, Hu D, Ye D, Wang L, Wang J (2016) Lossless data hiding algorithm for encrypted images with high capacity. Multimed Tools Appl 75(21):13765\u201313778","journal-title":"Multimed Tools Appl"}],"container-title":["Multimedia Tools and Applications"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-023-15319-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/article\/10.1007\/s11042-023-15319-8\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/s11042-023-15319-8.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,4,9]],"date-time":"2025-04-09T15:59:07Z","timestamp":1744214347000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/s11042-023-15319-8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,5,30]]},"references-count":50,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2024,1]]}},"alternative-id":["15319"],"URL":"https:\/\/doi.org\/10.1007\/s11042-023-15319-8","relation":{},"ISSN":["1380-7501","1573-7721"],"issn-type":[{"value":"1380-7501","type":"print"},{"value":"1573-7721","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,5,30]]},"assertion":[{"value":"5 September 2022","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"3 January 2023","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"6 April 2023","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 May 2023","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}},{"order":1,"name":"Ethics","group":{"name":"EthicsHeading","label":"Declarations"}},{"value":"The experiments for the proposed work have been carried out on standard image datasets available publicly.","order":2,"name":"Ethics","group":{"name":"EthicsHeading","label":"<!--Emphasis Type='Bold' removed-->Informed consent and permission"}},{"value":"The authors declare that they have no conflict of interest.","order":3,"name":"Ethics","group":{"name":"EthicsHeading","label":"<!--Emphasis Type='Bold' removed-->Competing interests"}}]}}