@article{coatrieux_lossless_2011,
	title = {Lossless watermarking of categorical attributes for verifying medical data base integrity},
	volume = {2011},
	copyright = {All rights reserved},
	issn = {1557-170X},
	doi = {10.1109/IEMBS.2011.6092021},
	abstract = {In this article, we propose a new lossless or reversible watermarking approach that allows the embedding of a message within categorical data of relational database. The reversibility property of our scheme is achieved by adapting the well known histogram shifting modulation. Based on this algorithm we derive a system for verifying the integrity of the database content, it means detecting addition, removal or modification of any t-uples or attributes. Such a content integrity check is independent of the manner the database is stored or structured. We illustrate the overall capability of our method and its constraints of deployment considering one medical database of inpatient hospital stay records. Especially, we reversibly watermark ICD-10 diagnostic codes.},
	language = {eng},
	journal = {Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference},
	author = {Coatrieux, G and Chazard, E and Beuscart, R and Roux, C},
	year = {2011},
	pmid = {22256244},
	keywords = {Algorithms, Computer Security, Humans, Medical Records Systems, Computerized},
	pages = {8195--8198},
}

{"_id":"qf5j67WoDtKb2R34S","bibbaseid":"coatrieux-chazard-beuscart-roux-losslesswatermarkingofcategoricalattributesforverifyingmedicaldatabaseintegrity-2011","author_short":["Coatrieux, G","Chazard, E","Beuscart, R","Roux, C"],"bibdata":{"bibtype":"article","type":"article","title":"Lossless watermarking of categorical attributes for verifying medical data base integrity","volume":"2011","copyright":"All rights reserved","issn":"1557-170X","doi":"10.1109/IEMBS.2011.6092021","abstract":"In this article, we propose a new lossless or reversible watermarking approach that allows the embedding of a message within categorical data of relational database. The reversibility property of our scheme is achieved by adapting the well known histogram shifting modulation. Based on this algorithm we derive a system for verifying the integrity of the database content, it means detecting addition, removal or modification of any t-uples or attributes. Such a content integrity check is independent of the manner the database is stored or structured. We illustrate the overall capability of our method and its constraints of deployment considering one medical database of inpatient hospital stay records. Especially, we reversibly watermark ICD-10 diagnostic codes.","language":"eng","journal":"Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference","author":[{"propositions":[],"lastnames":["Coatrieux"],"firstnames":["G"],"suffixes":[]},{"propositions":[],"lastnames":["Chazard"],"firstnames":["E"],"suffixes":[]},{"propositions":[],"lastnames":["Beuscart"],"firstnames":["R"],"suffixes":[]},{"propositions":[],"lastnames":["Roux"],"firstnames":["C"],"suffixes":[]}],"year":"2011","pmid":"22256244","keywords":"Algorithms, Computer Security, Humans, Medical Records Systems, Computerized","pages":"8195–8198","bibtex":"@article{coatrieux_lossless_2011,\n\ttitle = {Lossless watermarking of categorical attributes for verifying medical data base integrity},\n\tvolume = {2011},\n\tcopyright = {All rights reserved},\n\tissn = {1557-170X},\n\tdoi = {10.1109/IEMBS.2011.6092021},\n\tabstract = {In this article, we propose a new lossless or reversible watermarking approach that allows the embedding of a message within categorical data of relational database. The reversibility property of our scheme is achieved by adapting the well known histogram shifting modulation. Based on this algorithm we derive a system for verifying the integrity of the database content, it means detecting addition, removal or modification of any t-uples or attributes. Such a content integrity check is independent of the manner the database is stored or structured. We illustrate the overall capability of our method and its constraints of deployment considering one medical database of inpatient hospital stay records. Especially, we reversibly watermark ICD-10 diagnostic codes.},\n\tlanguage = {eng},\n\tjournal = {Conference proceedings: ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Conference},\n\tauthor = {Coatrieux, G and Chazard, E and Beuscart, R and Roux, C},\n\tyear = {2011},\n\tpmid = {22256244},\n\tkeywords = {Algorithms, Computer Security, Humans, Medical Records Systems, Computerized},\n\tpages = {8195--8198},\n}\n\n","author_short":["Coatrieux, G","Chazard, E","Beuscart, R","Roux, C"],"key":"coatrieux_lossless_2011","id":"coatrieux_lossless_2011","bibbaseid":"coatrieux-chazard-beuscart-roux-losslesswatermarkingofcategoricalattributesforverifyingmedicaldatabaseintegrity-2011","role":"author","urls":{},"keyword":["Algorithms","Computer Security","Humans","Medical Records Systems","Computerized"],"metadata":{"authorlinks":{}}},"bibtype":"article","biburl":"https://api.zotero.org/groups/2266462/items?key=MgKoXciZhHmJ176339ZdCynJ&format=bibtex&limit=100","dataSources":["Ad3P6FkzWSCKrZQXc","PSBFFbnPhFKwYx7yq"],"keywords":["algorithms","computer security","humans","medical records systems","computerized"],"search_terms":["lossless","watermarking","categorical","attributes","verifying","medical","data","base","integrity","coatrieux","chazard","beuscart","roux"],"title":"Lossless watermarking of categorical attributes for verifying medical data base integrity","year":2011}