{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,1,23]],"date-time":"2025-01-23T05:32:46Z","timestamp":1737610366756,"version":"3.33.0"},"publisher-location":"Berlin, Heidelberg","reference-count":41,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540770169"},{"type":"electronic","value":"9783540770183"}],"license":[{"start":{"date-parts":[[2007,1,1]],"date-time":"2007-01-01T00:00:00Z","timestamp":1167609600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2007]]},"DOI":"10.1007\/978-3-540-77018-3_8","type":"book-chapter","created":{"date-parts":[[2007,11,26]],"date-time":"2007-11-26T07:46:39Z","timestamp":1196063199000},"page":"64-75","source":"Crossref","is-referenced-by-count":2,"title":["Practical Issues on Privacy-Preserving Health Data Mining"],"prefix":"10.1007","author":[{"given":"Huidong","family":"Jin","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"8_CR1","unstructured":"The Office of Legislative Drafting: Privacy Act (Cth) (1988), Attorney-general\u2019s Department, Canberra, Australia (2004), http:\/\/www.privacy.gov.au\/act\/privacyact"},{"key":"8_CR2","volume-title":"Data Mining: Concepts and Techniques","author":"J. Han","year":"2006","unstructured":"Han, J., Kamber, M.: Data Mining: Concepts and Techniques, 2nd edn. Morgan Kaufmann, San Francisco (2006)","edition":"2"},{"key":"8_CR3","doi-asserted-by":"publisher","first-page":"157","DOI":"10.1016\/j.ins.2003.03.020","volume":"163","author":"H.D. Jin","year":"2004","unstructured":"Jin, H.D., Shum, W., Leung, K.S., Wong, M.L.: Expanding self-organizing map for data visualization and cluster analysis. Information Sciences\u00a0163, 157\u2013173 (2004)","journal-title":"Information Sciences"},{"issue":"11","key":"8_CR4","doi-asserted-by":"publisher","first-page":"1710","DOI":"10.1109\/TPAMI.2005.226","volume":"27","author":"H. Jin","year":"2005","unstructured":"Jin, H., Wong, M.L., Leung, K.S.: Scalable model-based clustering for large databases based on data summarization. IEEE Transactions on Pattern Analysis and Machine Intelligence\u00a027(11), 1710\u20131719 (2005)","journal-title":"IEEE Transactions on Pattern Analysis and Machine Intelligence"},{"key":"8_CR5","unstructured":"Jin, H., Chen, J., He, H., Williams, G.J., Kelman, C., O\u2019Keefe, C.M.: Mining unexpected temporal associations: Applications in detecting adverse drug reactions. IEEE Transactions on Information Technology in Biomedicine\u00a0 (2007)"},{"key":"8_CR6","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"867","DOI":"10.1007\/11731139_101","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"H. Jin","year":"2006","unstructured":"Jin, H., Chen, J., Kelman, C., He, H., McAullay, D., O\u2019Keefe, C.M.: Mining unexpected associations for signalling potential adverse drug reactions from administrative health databases. In: Ng, W.-K., Kitsuregawa, M., Li, J., Chang, K. (eds.) PAKDD 2006. LNCS (LNAI), vol.\u00a03918, pp. 867\u2013876. Springer, Heidelberg (2006)"},{"key":"8_CR7","unstructured":"Crompton, M.: What is privacy? In: Privacy and Security in the Information Age Conference, Melbourne (2001), http:\/\/www.privacy.gov.au\/news\/speeches\/sp51note1.html"},{"key":"8_CR8","first-page":"613","volume-title":"ICDM 2003","author":"S.R.M. Oliveira","year":"2003","unstructured":"Oliveira, S.R.M., Zaane, O.R.: Protecting sensitive knowledge by data sanitization. In: ICDM 2003. Proceedings of the Third IEEE International Conference on Data Mining, pp. 613\u2013616. IEEE Computer Society Press, Los Alamitos (2003)"},{"key":"8_CR9","first-page":"1","volume-title":"Proceedings of the Third IEEE International Conference on Data Mining","author":"H. Kargupta","year":"2003","unstructured":"Kargupta, H., Datta, S., Wang, Q., Sivakumar, K.: On the privacy preserving properties of random data perturbation techniques. In: Proceedings of the Third IEEE International Conference on Data Mining, pp. 1\u20139. IEEE Computer Society Press, Los Alamitos (2003)"},{"key":"8_CR10","unstructured":"U.S.Census Bureau: Public-use microdata samples (PUMS) (2007) (Accessed on 21 January 2007), http:\/\/www.census.gov\/main\/www\/pums.html"},{"key":"8_CR11","unstructured":"Australian Bureau of Statistics: Confidentialised unit record file (CURF) (2007) (Accessed on 20 January 2007), http:\/\/www.abs.gov.au"},{"key":"8_CR12","unstructured":"Statistics New Zealand: Confidentialised unit record file (CURF). (2007) (Accessed on 21 January 2007), http:\/\/www.stats.govt.nz\/curf-programme"},{"issue":"5","key":"8_CR13","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1142\/S0218488502001648","volume":"10","author":"L. Sweeney","year":"2002","unstructured":"Sweeney, L.: k-anonymity: a model for protecting privacy. Fuzziness and Knowledge-based Systems\u00a010(5), 557\u2013570 (2002)","journal-title":"Fuzziness and Knowledge-based Systems"},{"key":"8_CR14","doi-asserted-by":"crossref","unstructured":"Bayardo, R.J., Agrawal, R.: Data privacy through optimal k-anonymization. In: ICDE 2005, pp. 217\u2013228 (2005)","DOI":"10.1109\/ICDE.2005.42"},{"key":"8_CR15","doi-asserted-by":"crossref","unstructured":"Fung, B., Wang, K., Yu, P.: Top-down specialization for information and privacy preservation. In: Proceedings of 21st International Conference on Data Engineering (ICDE 2005), pp. 205\u2013216 (2005)","DOI":"10.1109\/ICDE.2005.143"},{"key":"8_CR16","doi-asserted-by":"publisher","first-page":"439","DOI":"10.1145\/342009.335438","volume-title":"Proceedings of SIGMOD 2000","author":"R. Agrawal","year":"2000","unstructured":"Agrawal, R., Srikant, R.: Privacy-preserving data mining. In: Proceedings of SIGMOD 2000, pp. 439\u2013450. ACM Press, New York (2000)"},{"key":"8_CR17","unstructured":"Li, J., Wang, H., Jin, H., Yong, J.: Current developments of k-anonymous data releasing. In: Proceedings of ehPASS 2006, Brisbane, Australia, pp. 109\u2013121 (2006)"},{"key":"8_CR18","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"621","DOI":"10.1007\/11731139_72","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"W. Jin","year":"2006","unstructured":"Jin, W., Ge, R., Qian, W.: On robust and effective k-anonymity in large databases. In: Ng, W.-K., Kitsuregawa, M., Li, J., Chang, K. (eds.) PAKDD 2006. LNCS (LNAI), vol.\u00a03918, pp. 621\u2013636. Springer, Heidelberg (2006)"},{"key":"8_CR19","doi-asserted-by":"publisher","first-page":"466","DOI":"10.1109\/ICDM.2005.142","volume-title":"ICDM 2005: Proceedings of the Fifth IEEE International Conference on Data Mining","author":"K. Wang","year":"2005","unstructured":"Wang, K., Fung, B.C., Yu, P.S.: Template-based privacy preservation in classification problems. In: ICDM 2005: Proceedings of the Fifth IEEE International Conference on Data Mining, pp. 466\u2013473. IEEE Computer Society Press, Los Alamitos (2005)"},{"key":"8_CR20","doi-asserted-by":"crossref","unstructured":"Wang, K., Fung, B.C.M., Yu, P.S.: Handicapping attacker\u2019s confidence: An alternative to k-anonymization. Knowledge and Information Systems: An International Journal\u00a0 (2006)","DOI":"10.1007\/s10115-006-0035-5"},{"key":"8_CR21","doi-asserted-by":"crossref","unstructured":"Machanavajjhala, A., Gehrke, J., Kifer, D., Venkitasubramaniam, M.: \u2113-diversity: Privacy beyond \u03ba-anonymity. In: Proceedings of the 22nd IEEE International Conference on Data Engineering (ICDE 2006), vol.\u00a011(3), pp. 345\u2013368 (2007)","DOI":"10.1109\/ICDE.2006.1"},{"key":"8_CR22","doi-asserted-by":"crossref","unstructured":"Wong, R., Li, J., Fu, A., Wang, K. (alpha,k)-anonymity: An enhanced k-anonymity model for privacy-preserving data publishing. In: KDD 2006, pp. 754\u2013759 (2006)","DOI":"10.1145\/1150402.1150499"},{"issue":"6","key":"8_CR23","doi-asserted-by":"publisher","first-page":"19","DOI":"10.1109\/MSP.2004.108","volume":"2","author":"J. Vaidya","year":"2004","unstructured":"Vaidya, J., Clifton, C.: Privacy-preserving data mining: Why, how, and when. IEEE Security & Privacy\u00a02(6), 19\u201327 (2004)","journal-title":"IEEE Security & Privacy"},{"key":"8_CR24","first-page":"160","volume-title":"Proceedings of the twenty-third annual IEEE Symposium on Foundations of Computer Science","author":"A. Yao","year":"1982","unstructured":"Yao, A.: Protocols for secure computations. In: Proceedings of the twenty-third annual IEEE Symposium on Foundations of Computer Science, pp. 160\u2013164. IEEE Computer Society Press, Los Alamitos (1982)"},{"key":"8_CR25","doi-asserted-by":"publisher","first-page":"563","DOI":"10.1145\/1014052.1014120","volume-title":"Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining","author":"B. Gilburd","year":"2004","unstructured":"Gilburd, B., Schuster, A., Wolff, R.: k-TTP: a new privacy model for large-scale distributed environments. In: Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 563\u2013568. ACM Press, New York (2004)"},{"key":"8_CR26","doi-asserted-by":"publisher","first-page":"713","DOI":"10.1145\/1014052.1014145","volume-title":"Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining","author":"R. Wright","year":"2004","unstructured":"Wright, R., Yang, Z.: Privacy-preserving Bayesian network structure computation on distributed heterogeneous data. In: Proceedings of the 2004 ACM SIGKDD international conference on Knowledge discovery and data mining, pp. 713\u2013718. ACM Press, New York (2004)"},{"key":"8_CR27","doi-asserted-by":"crossref","unstructured":"O\u2019Keefe, C.M., Yung, M., Gu, L., Baxter, R.: Privacy-preserving data linkage protocols. In: WPES 2004, pp. 94\u2013102 (2004)","DOI":"10.1145\/1029179.1029203"},{"issue":"5","key":"8_CR28","doi-asserted-by":"publisher","first-page":"637","DOI":"10.1016\/j.patcog.2004.07.012","volume":"38","author":"H. Jin","year":"2005","unstructured":"Jin, H., Leung, K.S., Wong, M.L., Xu, Z.B.: Scalable model-based cluster analysis using clustering features. Pattern Recognition\u00a038(5), 637\u2013649 (2005)","journal-title":"Pattern Recognition"},{"key":"8_CR29","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"crossref","first-page":"547","DOI":"10.1007\/978-3-540-71701-0_57","volume-title":"PAKDD 2007","author":"H. Jin","year":"2007","unstructured":"Jin, H., Chen, J., He, H., O\u2019Keefe, C.M.: Privacy-preserving sequential pattern release. In: PAKDD 2007. LNCS, vol.\u00a04426, pp. 547\u2013554. Springer, Heidelberg (2007)"},{"key":"8_CR30","doi-asserted-by":"publisher","first-page":"188","DOI":"10.1145\/1030083.1030109","volume-title":"CCS 2004: Proceedings of the 11th ACM conference on Computer and communications security","author":"D. Woodruff","year":"2004","unstructured":"Woodruff, D., Staddon, J.: Private inference control. In: CCS 2004: Proceedings of the 11th ACM conference on Computer and communications security, pp. 188\u2013197. ACM Press, New York (2004)"},{"key":"8_CR31","doi-asserted-by":"crossref","unstructured":"Li, J., Fu, A.W.C., He, H., Chen, J., Jin, H., McAullay, D., Williams, G., Sparks, R., Kelman, C.: Mining risk patterns in medical data. In: KDD 2005, pp. 770\u2013775 (2005)","DOI":"10.1145\/1081870.1081971"},{"issue":"4","key":"8_CR32","doi-asserted-by":"publisher","first-page":"515","DOI":"10.1145\/76894.76895","volume":"21","author":"N.R. Adam","year":"1989","unstructured":"Adam, N.R., Worthmann, J.C.: Security-control methods for statistical databases: a comparative study. ACM Comput. Surv.\u00a021(4), 515\u2013556 (1989)","journal-title":"ACM Comput. Surv."},{"key":"8_CR33","unstructured":"Australian Bureau of Statistics: Remote access data laboratory (RADL) \u2013 user guide (2006) (Accessed on 20 January 2007), http:\/\/www.abs.gov.au"},{"key":"8_CR34","unstructured":"Sparks, R., Carter, C., Donnelly, J., Duncan, J., O\u2019Keefe, C., Ryan, L.: A framework for performing statistical analyses of unit record health data without violating either privacy or confidentiality of individuals. In: Proceedings of the 55th Session of the International Statistical Institute, Sydney (2005)"},{"key":"8_CR35","unstructured":"Sparks, R., Carter, C., Donnelly, J., O\u2019Keefe, C., Duncan, J., Keighley, T., McAullay, D., Ryan, L.: Privacy-preserving analytics: remote access methods for exploratory data analysis and statistical modelling. Under review, CSIRO\u00a0 (2006)"},{"key":"8_CR36","unstructured":"Fule, P., Roddick, J.F.: Detecting privacy and ethical sensitivity in data mining results. In: Proceedings of ACS 2004, pp. 159\u2013166 (2004)"},{"key":"8_CR37","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"crossref","first-page":"74","DOI":"10.1007\/978-3-540-24775-3_10","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"S.R.M. Oliveira","year":"2004","unstructured":"Oliveira, S.R.M., Za\u00efane, O.R., Saygin, Y.: Secure association rule sharing. In: Dai, H., Srikant, R., Zhang, C. (eds.) PAKDD 2004. LNCS (LNAI), vol.\u00a03056, pp. 74\u201385. Springer, Heidelberg (2004)"},{"key":"8_CR38","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"10","DOI":"10.1007\/11564126_7","volume-title":"Knowledge Discovery in Databases: PKDD 2005","author":"M. Atzori","year":"2005","unstructured":"Atzori, M., Bonchi, F., Giannotti, F., Pedreschi, D.: k-anonymous patterns. In: Jorge, A.M., Torgo, L., Brazdil, P.B., Camacho, R., Gama, J. (eds.) PKDD 2005. LNCS (LNAI), vol.\u00a03721, pp. 10\u201321. Springer, Heidelberg (2005)"},{"key":"8_CR39","doi-asserted-by":"crossref","unstructured":"Atzori, M., Bonchi, F., Giannotti, F., Pedreschi, D.: Blocking anonymity threats raised by frequent itemset mining. In: ICDM 2005, pp. 561\u2013564 (2005)","DOI":"10.1109\/ICDM.2005.37"},{"issue":"2","key":"8_CR40","doi-asserted-by":"publisher","first-page":"155","DOI":"10.1007\/s10618-005-0010-x","volume":"11","author":"S.E. Fienberg","year":"2005","unstructured":"Fienberg, S.E., Slavkovic, A.B.: Preserving the confidentiality of categorical statistical data bases when releasing information for association rules. Data Mining and Knowledge Discovery\u00a011(2), 155\u2013180 (2005)","journal-title":"Data Mining and Knowledge Discovery"},{"issue":"9","key":"8_CR41","doi-asserted-by":"crossref","first-page":"115","DOI":"10.1109\/MC.2003.1231199","volume":"36","author":"R.J. Bayardo","year":"2003","unstructured":"Bayardo, R.J., Srikant, R.: Technological solutions for protecting privacy. IEEE Computer\u00a036(9), 115\u2013118 (2003)","journal-title":"IEEE Computer"}],"container-title":["Lecture Notes in Computer Science","Emerging Technologies in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-77018-3_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,22]],"date-time":"2025-01-22T21:50:01Z","timestamp":1737582601000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-77018-3_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007]]},"ISBN":["9783540770169","9783540770183"],"references-count":41,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-77018-3_8","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2007]]}}}