Numerous procedures and methods consume been planned in recent years for the publication of sensitive microdata. However, there is a trade-OFF to be measured amongst the level of privacy offered and the usefulness of the obtainable data. Recently, slicing was planned as a unique method for cumulative the usefulness of an anonymized obtainable dataset by separating the dataset vertically and horizontally. This effort proposes a unique method to upsurge the usefulness of a communal dataset even additional by permitting touched gathering though maintaining the prevention of association disclosure. It is additional exposed that by incomes of a process to mondrian upsurges the competence of slicing. This paper displays though work weight trials that these improvements help preserve facts usefulness healthier than outdated slicing.

Facts Anonymization, Privacy Preservation, Facts Mining, Slicing

[1] Halboob, W. ; Center of Excellence in Inf. Assurance, King Saud Univ., Riyadh, Saudi Arabia ; Abulaish, M. ; Alghathbar, K.S., “Quaternary privacy-levels preservation in computer forensics investigation process”, Published in: Internet Technology and Secured Transactions (ICITST), 2011 International Conference for Date of Conference: 11-14 Dec. 2011 Page(s): 777 – 782.
[2] Komishani, E.G. ; Fac. of Electr. & Comput. Eng., Tarbiat Modares Univ., Tehran, Iran ; Abadi, M., “A generalization-based approach for personalized privacy preservation in trajectory data publishing”, Published in: Telecommunications (IST), 2012 Sixth International Symposium on Date of Conference: 6-8 Nov. 2012 Page(s): 1129 – 1135.
[3] Tiancheng Li ; Dept. of Comput. Sci., Purdue Univ., West Lafayette, IN ; Ninghui Li, “Injector: Mining Background Knowledge for Data Anonymization”, Published in :Data Engineering, 2008. ICDE 2008. IEEE 24th International Conference on Date of Conference: 7-12 April 2008 Page(s): 446 – 455.
[4] Gaofeng Zhang ; Fac. of Inf. & Commun. Technol., Swinburne Univ. of Technol. Hawthorn, Melbourne, VIC, Australia ; Yun Yang ; Xuyun Zhang ; Chang Liu, “Key Research Issues for Privacy Protection and Preservation in Cloud Computing”, Published in: Cloud and Green Computing (CGC), 2012 Second International Conference on Date of Conference: 1-3 Nov. 2012 Page(s): 47 – 54.
[5] Sochor, T. ; Dept. of Comput. Sci., Univ. of Ostrava, Ostrava, Czech Republic, “Fuzzy control of configuration of web anonymization using TOR”, Published in: Technological Advances in Electrical, Electronics and Computer Engineering (TAEECE), 2013 International Conference on Date of Conference: 9-11 May 2013 Page(s): 115 – 120.
[6] Grunbaum, R. ; ABB AB, Baden-Dättwil, Switzerland ; Rasmussen, J., “FACTS for cost-effective improvement of power feeding of large mining complexes”, Published in: IECON 2012 - 38th Annual Conference on IEEE Industrial Electronics Society Date of Conference: 25-28 Oct. 2012 Page(s): 1295 – 1300.
[7] Grunbaum, R. ; ABB AB, Västerås, Sweden ; Willemsen, N., “Facts for voltage stability and power quality improvement in mining”, Published in: Electricity Distribution (CIRED 2013), 22nd International Conference and Exhibition on Date of Conference: 10-13 June 213 Page(s): 1 – 4.
[8] Zhen Zhu ; State Key Lab. of Remote Sensing Sci., Beijing Normal Univ., Beijing, China ; Wuming Zhang ; Ling Zhu ; Jmg Zhao, “Research on different slicing methods of acquiring LAI from terrestrial laser scanner data”, Published in: Spatial Data Mining and Geographical Knowledge Services (ICSDM), 2011 IEEE International Conference on Date of Conference: June 29 2011-July 1 2011 Page(s): 295 – 299.
[9] Binkley, D. ; Loyola Coll., Baltimore, MD ; Danicic, S. ; Gyimothy, T. ; Harman, M., “Formalizing executable dynamic and forward slicing”, Published in: Source Code Analysis and Manipulation, 2004. Fourth IEEE International Workshop on Date of Conference: 16-16 Sept. 2004 Page(s): 43 – 52.
[10] Takada, T. ; Dept. of Informatics, Osaka Univ., Japan ; Ohata, F. ; Inoue, K., “Dependence-cache slicing: a program slicing method using lightweight dynamic information”, Published in: Program Comprehension, 2002. Proceedings. 10th International Workshop on Date of Conference: 2002 Page(s): 169 – 177.