{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,14]],"date-time":"2026-01-14T22:56:10Z","timestamp":1768431370029,"version":"3.49.0"},"publisher-location":"Singapore","reference-count":18,"publisher":"Springer Singapore","isbn-type":[{"value":"9789811054204","type":"print"},{"value":"9789811054211","type":"electronic"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-981-10-5421-1_8","type":"book-chapter","created":{"date-parts":[[2017,6,22]],"date-time":"2017-06-22T12:30:04Z","timestamp":1498134604000},"page":"88-99","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":14,"title":["A Privacy Preserving Platform for MapReduce"],"prefix":"10.1007","author":[{"given":"Sibghat Ullah","family":"Bazai","sequence":"first","affiliation":[]},{"given":"Julian","family":"Jang-Jaccard","sequence":"additional","affiliation":[]},{"given":"Xuyun","family":"Zhang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,6,23]]},"reference":[{"key":"8_CR1","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"38","DOI":"10.1007\/978-3-319-26148-5_3","volume-title":"On the Move to Meaningful Internet Systems: OTM 2015","author":"QC To","year":"2015","unstructured":"To, Q.C., Nguyen, B., Pucheral, P.: TrustedMR: a trusted MapReduce system based on tamper resistance hardware. In: Debruyne, C., et al. (eds.) On the Move to Meaningful Internet Systems: OTM 2015. LNCS, vol. 9415, pp. 38\u201356. Springer, Cham (2015). doi: 10.1007\/978-3-319-26148-5_3"},{"key":"8_CR2","doi-asserted-by":"publisher","first-page":"557","DOI":"10.1142\/S0218488502001648","volume":"10","author":"L Sweeny","year":"2002","unstructured":"Sweeny, L.: K-Anonymity: a model for protecting privacy. Int. J. Uncertainty Puzziness Knowledge-Based Syst. 10, 557\u2013570 (2002)","journal-title":"Int. J. Uncertainty Puzziness Knowledge-Based Syst."},{"key":"8_CR3","doi-asserted-by":"crossref","unstructured":"Ninghui, L., Tiancheng, L., Venkatasubramanian, S.: t-closeness: privacy beyond k-anonymity and L-diversity. In: Proceedings of the International Conference on Data Engineering, pp. 106\u2013115 (2007)","DOI":"10.1109\/ICDE.2007.367856"},{"key":"8_CR4","doi-asserted-by":"publisher","first-page":"3\u2013es","DOI":"10.1145\/1217299.1217302","volume":"1","author":"A Machanavajjhala","year":"2007","unstructured":"Machanavajjhala, A., Kifer, D., Gehrke, J., Venkitasubramaniam, M.: ?-diversity: privacy beyond k-anonymity. ACM Trans. Knowl. Discov. Data. 1, 3\u2013es (2007)","journal-title":"ACM Trans. Knowl. Discov. Data."},{"key":"8_CR5","doi-asserted-by":"crossref","unstructured":"Chen, C.-L., Pal, R., Golubchik, L.: Oblivious mechanisms in differential privacy: experiments, conjectures, and open questions. In: 2016 IEEE Security and Privacy Workshops, pp. 41\u201348 (2016)","DOI":"10.1109\/SPW.2016.27"},{"key":"8_CR6","doi-asserted-by":"publisher","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: MapReduce: simplified data processing on large clusters. Commun. ACM 51, 107 (2008)","journal-title":"Commun. ACM"},{"key":"8_CR7","first-page":"1","volume":"10","author":"L Sweeney","year":"2002","unstructured":"Sweeney, L.: Achieving K -anonymity privacy protection using generalization and suppression. Int. J. Uncertainty Fuzziness Knowl. Based Syst. 10, 1\u201318 (2002)","journal-title":"Int. J. Uncertainty Fuzziness Knowl. Based Syst."},{"key":"8_CR8","doi-asserted-by":"publisher","first-page":"86","DOI":"10.1145\/1866739.1866758","volume":"54","author":"C Dwork","year":"2011","unstructured":"Dwork, C.: A firm foundation for private data analysis. Commun. ACM 54, 86 (2011)","journal-title":"Commun. ACM"},{"key":"8_CR9","first-page":"135","volume":"1","author":"C Dwork","year":"2009","unstructured":"Dwork, C., Smith, A.: Differential privacy for statistic: what we know and what we want to learn. J. Priv. Confidentiality 1, 135\u2013154 (2009)","journal-title":"J. Priv. Confidentiality"},{"key":"8_CR10","unstructured":"Liu, F., Mathematics, C., Dame, N.: Generalized gaussian mechanism for differential privacy, pp. 1\u201329. arXiv. 46556 (2016)"},{"key":"8_CR11","doi-asserted-by":"crossref","unstructured":"Barthe, G., Gaboardi, M., Gregoire, B., Hsu, J., Strub, P.-Y.: Proving differential privacy via probabilistic couplings, pp. 1\u201310. arXiv. 1 (2016)","DOI":"10.1145\/2933575.2934554"},{"key":"8_CR12","doi-asserted-by":"crossref","unstructured":"Gaboardi, M., Haeberlen, A., Hsu, J., Narayan, A., Pierce, B.C.: Linear dependent types for differential privacy. In: Popl 2013, vol. 48, pp. 357\u2013370 (2013)","DOI":"10.1145\/2480359.2429113"},{"key":"8_CR13","doi-asserted-by":"crossref","unstructured":"Ohrimenko, O., Costa, M., Fournet, C., Gkantsidis, C., Kohlweiss, M., Sharma, D.: Observing and preventing leakage in MapReduce. In: Proceedings of the 22nd ACM SIGSAC Conference on Computer and Communication Security - CCS 2015, pp. 1570\u20131581 (2015)","DOI":"10.1145\/2810103.2813695"},{"key":"8_CR14","unstructured":"Chen, G., Cai, Q., Zhan, Y.: Approaches on personal data privacy preserving in cloud: a survey. In: Proceedings of The Third International Conference on Data Mining, Internet Computing, and Big Data, Konya, pp. 36\u201343. Turkey (2016)"},{"key":"8_CR15","doi-asserted-by":"crossref","unstructured":"Zhang, X., Liu, C., Nepal, S., Dou, W., Chen, J.: Privacy-preserving layer over MapReduce on cloud. In: Proceedings of the 2nd International Conference on Cloud Green Computing, 2nd International Conference on Society Computer Its Applications CGC\/SCA 2012, pp. 304\u2013310 (2012)","DOI":"10.1109\/CGC.2012.43"},{"key":"8_CR16","unstructured":"Roy, I., Setty, S.T.V.S.T.V., Kilzer, A., Shmatikov, V., Witchel, E.: Airavat: security and privacy for MapReduce. In: Proceedings of the 7th USENIX Conference on Networked System Design Implementation, vol. 19, pp. 20\u201320 (2010)"},{"key":"8_CR17","doi-asserted-by":"crossref","unstructured":"Tran, Q., Sato, H.: A solution for privacy protection in mapreduce. In: Proceeding of the International Computer Software Application Conference, pp. 515\u2013520 (2012)","DOI":"10.1109\/COMPSAC.2012.70"},{"key":"8_CR18","doi-asserted-by":"crossref","unstructured":"Douriez, M., Doraiswamy, H., Freire, J., Silva, C.T.: Anonymizing NYC taxi data: does it matter? In: 2016 IEEE International Conference on Data Science and Advanced Analytics (DSAA), pp. 140\u2013148. IEEE (2016)","DOI":"10.1109\/DSAA.2016.21"}],"container-title":["Communications in Computer and Information Science","Applications and Techniques in Information Security"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-10-5421-1_8","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,19]],"date-time":"2025-06-19T22:50:46Z","timestamp":1750373446000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-981-10-5421-1_8"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9789811054204","9789811054211"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-981-10-5421-1_8","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"value":"1865-0929","type":"print"},{"value":"1865-0937","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"23 June 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ATIS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Applications and Techniques in Information Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Auckland","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"New Zealand","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 July 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"7 July 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"atis2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/atis.massey.ac.nz\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}