An information-preserving watermarking scheme for right protection of EMR systems

IEEE Transactions on Knowledge and Data Engineering

Volumn 24, Issue 11, 2012, Pages 1950-1962

  Kamran, M ^a   Farooq, Muddassar ^a  

^a NATIONAL UNIVERSITY OF COMPUTER AND EMERGING SCIENCES   (Pakistan)

Author keywords

decision support systems; EMR; medical data watermarking; optimization problems; particle swarm optimization; Right protection; watermarking

Indexed keywords

CLASSIFICATION ACCURACY; CLINICAL DECISION SUPPORT SYSTEMS; CONSTRAINED OPTIMIZATION PROBLEMS; EHEALTH; ELECTRONIC MEDICAL RECORD; EMR; EMR SYSTEMS; MEDICAL DATA; MEDICAL RECORD; OPTIMIZATION PROBLEMS; PILOT STUDIES; QUALITY OF HEALTH CARE; RIGHT PROTECTION; SMALL VARIATIONS; THIRD PARTIES; WATERMARKING SCHEMES; WORST CASE SCENARIO;

ARTIFICIAL INTELLIGENCE; CONSTRAINED OPTIMIZATION; DECISION SUPPORT SYSTEMS; DIAGNOSIS; DIGITAL WATERMARKING; MEDICAL COMPUTING; MEDICAL PROBLEMS; PARTICLE SWARM OPTIMIZATION (PSO); PATIENT TREATMENT;

WATERMARKING;

EID: 84866918037     PISSN: 10414347     EISSN: None     Source Type: Journal    
DOI: 10.1109/TKDE.2011.223     Document Type: Article

References (31)

1. A. Feldstein, P. Elmer, D. Smith, M. Herson, E. Orwoll, C. Chen, M. Aickin, and M. Swain, "Electronic Medical Record Reminder Improves Osteoporosis Management After a Fracture: A Randomized, Controlled Trial," J. Am. Geriatrics Soc., vol. 54, no. 3, pp. 450-457, 2006.
2. http://www.amconmag.com/article/2009/mar/09/00009/, last accessed on Jan. 2011.
3. "Electronic Health Records: A Journey to Next Generation Healthcare," http://www.cognizant.com/html/content/ bluepapers/WP-EHR.pdf, last accessed on Jan. 2011.
4. B. Alhaqbani and C. Fidge, "Privacy-Preserving Electronic Health Record Linkage Using Pseudonym Identifiers," Proc. 10th Int'l Conf. e-Health Networking, Applications and Services, pp. 108-117, 2008.
5. M. Peleg, D. Beimel, D. Dori, and Y. Denekamp, "Situation-Based Access Control: Privacy Management via Modeling of Patient Data Access Scenarios," J. Biomedical Informatics, vol. 41, no. 6, pp. 1028-1040, 2008.
6. J. Benaloh, M. Chase, E. Horvitz, and K. Lauter, "Patient Controlled Encryption: Ensuring Privacy of Electronic Medical Records," Proc. ACM Workshop Cloud Computing Security, pp. 103-114, 2009.
7. "Emr Data Theft Booming," http://www.informationweek.com/ news/healthcare/security-privacy/showArticle.jhtml?articleID= 224200494, last accessed on 2011.
8. http://www.dailymail.co.uk/news/article-1221186, last accessed on 2011.
9. http://www.medicexchange.com/EMR/emr-data-theftincreasing-in-us.html, last accessed on 2010.
10. "Emr Data Theft Booming," http://www.healthcareitnews.com/news/ patients-sue-walgreens-making-money-their-data, last accessed on 2011.
11. http://www.theregister.co.uk/2005/04/15/ralph-lauren-loses-data/, last accessed on 2011.
12. R. Agrawal and J. Kiernan, "Watermarking Relational Databases," Proc. 28th Int'l Conf. Very Large Data Bases, pp. 155-166, 2002.
13. R. Sion, M. Atallah, and S. Prabhakar, "Rights Protection for Relational Data," IEEE Trans. Knowledge and Data Eng., vol. 16, no. 12, pp. 1509-1525, Dec. 2004.
14. M. Shehab, E. Bertino, and A. Ghafoor, "Watermarking Relational Databases Using Optimization-Based Techniques," IEEE Trans. Knowledge and Data Eng., vol. 20, no. 1, pp. 116-129, Jan. 2008.
15. R. Agrawal, P. Haas, and J. Kiernan, "Watermarking Relational Data: Framework, Algorithms and Analysis," The VLDB J., vol. 12, no. 2, pp. 157-169, 2003
16. V. Pournaghshband, "A New Watermarking Approach for Relational Data," Proc. 46th Ann. ACM Southeast Regional Conf., pp. 127-131, 2008.
17. R. Hassan, B. Cohanim, O. De Weck, and G. Venter, "A Comparison of Particle Swarm Optimization and the Genetic Algorithm," Proc. 46th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conf., pp. 1-13, 2005.
18. E. Zitzler, K. Deb, and L. Thiele, "Comparison of Multiobjective Evolutionary Algorithms: Empirical Results," Evolutionary Computation, vol. 8, no. 2, pp. 173-195, 2000.
19. X. Cui, X. Qin, and G. Sheng, "A Weighted Algorithm for Watermarking Relational Databases," Wuhan Univ. J. Natural Sciences, vol. 12, no. 1, pp. 79-82, 2007.
20. Y. Li, H. Guo, and S. Jajodia, "Tamper Detection and Localization for Categorical Data Using Fragile Watermarks," Proc. Fourth ACM Workshop Digital Rights Management, pp. 73-82, 2004.
21. Y. Li, V. Swarup, and S. Jajodia, "Fingerprinting Relational Databases: Schemes and Specialties," IEEE Trans. Dependable and Secure Computing, vol. 2, no. 1, pp. 34-45, Jan.-Mar. 2005.
22. C. Jiang, X. Chen, and Z. Li, "Watermarking Relational Databases for Ownership Protection Based on DWT," Proc. Fifth Int'l Conf. Information Assurance and Security, vol. 1, pp. 305-308, 2009.
23. J. Holland, "Genetic Algorithms," Scientific Am., vol. 267, no. 1, pp. 66-72, 1992.
24. R. Lewis and V. Torczon, Pattern Search Methods for Linearly Constrained Minimization. Inst. for Computer Applications in Science, and Eng. NASA Langley Research Center, 1998.
25. E. Bertino, B. Ooi, Y. Yang, and R. Deng, "Privacy and Ownership Preserving of Outsourced Medical Data," Proc. 21st Int'l Conf. Data Eng. (ICDE '05), pp. 521-532, 2005.
26. M. Afridi and M. Farooq, "OG-Miner: An Intelligent Health Tool For Achieving Millennium Development Goals (MDGs) in MHealth Environments," Proc. 44th Hawaii Int'l Conf. Systems Sciences, 2011.
27. T. Mitchell, Machine Learning. Mac Graw Hill, 1997.
28. J. Kennedy et al., "Particle Swarm Optimization," Proc. IEEE Int'l Conf. Neural Networks, vol. 4, pp. 1942-1948, 1995.
29. G. Renner and A. Ekart, "Genetic Algorithms in Computer Aided Design," Computer-Aided Design, vol. 35, no. 8, pp. 709-726, 2003.
30. E. Elbeltagi, T. Hegazy, and D. Grierson, "Comparison among Five Evolutionary-Based Optimization Algorithms," Advanced Eng. Informatics, vol. 19, no. 1, pp. 43-53, 2005.
31. T. Anderson and T. Anderson, An Introduction to Multivariate Statistical Analysis. Wiley, 1958.