面向流式大数据分布式k-anonymity算法.doc

面向流式大数据分布式K-Anonymity算法
时宇，程祥作者简介：时宇（1995-），女，硕士研究生，流式大数据、隐私保护
通信联系人：程祥(1984-)，男，副教授，大数据、人工智能. E-mail:
（北京邮电大学网络 IEEE Computer Society, 2010. 132-136. <CR>8*|*论文集*|*Zakerzadeh H, Osborn SL. FAANST: Fast anonymizing algorithm for numerical streaming data [A]. Joaqu. International Conference on International Workshop on Data Privaxy Management [C]. Athens: Springer-Verlag, 2011. 36-50.<CR>9*|*论文集*|*Zhou B, Han Y, Pei J, Jiang B, Tao YF, Jia Y. Continuous privacy preserving publishing of data stream [A]. Zhou B. Proc. of the EDBT [C]. New York: ACM Press, 2009. 648-659.<CR>10*|*期刊*|*Li J Z, Ooi BC, Wang WP. Anonymizing streaming data for privacy protection [J]. Proc of the ICDE. 2008, 1367-1369.<CR>11*|*论文集*|*Wang WP, Li, JZ, Ai CY, Li YS. Privacy protection on sliding window of data streams [A]. Juan Quemada. Proceedings of the 3rd International Conference on Collaborative Computing [C]. New York: IEEE Computer Society, 2007. 213-221.<CR>12*|*论文集*|*Yianilos P N. Data Structures and Algorithms for Nearest Neighbor Search in General Metric Spaces [A]. Vijaya Ramachandran. Acm-siam Symposium on Discrete Algorithms [C]. Austin: ACM Press, 1993. 311-321.<CR>13*|*论文集*|*. Iyengar. Transforming Data to Satisfy Privacy Constraints [A]. . Iyengar. International Conference on Knowledge Discovery and Data Mining [C], Edmonton: ACM Press, 2002. 279-288.<CR>14*|*其他文献*|*面向流式大数据分布式K-Anonymity算法|Distributed K-Anonymity Algorithm for Streaming Big Data||1|时宇|SHI Yu|北京邮电大学网络与交换技术国家重点实验室，北京100876|State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876|时宇（1995-），女，硕士研究生，流式大数据、隐私保护|北京市海淀区西土城路10号北京邮电大学科研楼519|100876|||<CR>*|2|程祥|CHENG Xiang|北京邮电大学网络与交换技术国家重点实验室，北京100876|State Key Laboratory of Networking and Switching Technology, Beijing University of Posts and Telecommunications, Beijing 100876|程祥(1984-)，男，副教授，大数据、人工智能|北京市海淀区西土城路10号北京邮电大学科研楼519|100876|||
摘要：大数据中蕴含着巨大价值，被称为21世纪的“新石油”。然而，大数据中往往包含大量的个人敏感信息，如