Research Paper | Computer Science & Engineering | India | Volume 3 Issue 7, July 2014
Cluster Based Attribute Slicing: A New Approach for Privacy Preservation
Vanita Babanne, Neha N. Jamdar
Various anonymization techniques have been proposed for publishing a microdata. Anonymization techniques hide the sensitive data from the attackers. Examples of these techniques are slicing, bucketization and generalization. Generalization hides sensitive data but it loses lot of data. Bucketization make the difficult to detect sensitive attribute by randomizing sensitive attribute but it does not prevent relation between them. Slicing is better technique amongst all remaining technique because it cannot lose information and it is used for maintain the relation between attributes. In case of slicing, equal-width discretization is used to convert continuous attribute into categorical attribute. Equal-width discretization has very time consuming technique. To solve this problem we propose cluster based attribute slicing algorithm. Proposed technique does not take more to sort a data.
Keywords: Privacy Preservation, Data Mining, Slicing Algorithm, Cluster Based Attribute Slicing Algorithm
Edition: Volume 3 Issue 7, July 2014
Pages: 354 - 356
How to Cite this Article?
Vanita Babanne, Neha N. Jamdar, "Cluster Based Attribute Slicing: A New Approach for Privacy Preservation", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=20141135, Volume 3 Issue 7, July 2014, 354 - 356
69 PDF Views | 55 PDF Downloads
Similar Articles with Keyword 'Privacy Preservation'
Privacy Conserving Gradient Descent Method Applied for Neural Network with Distributed Datasets
Sachin P. Yadav, Amit B. Chougule
A Scalable Approach for Scheduled Data Anonymization Using MapReduce on Cloud
Surumi K S, Joyal Ulahannan
Survey on Privacy Preservation of Sensitive Data
Uma Ashok Huljanti, Dr. Srinivas Narasim Kini
Review: Firewall Privacy Preservation By Packet Filtering Management
Akshay Dattatray Kachare, Geeta Atkar
A Better Approach for Privacy Preserving Data Publishing by Slicing
Mohd Faquroddin, G. Kiran Kumar
Similar Articles with Keyword 'Data Mining'
Student's Performance Prediction Using FP-Tree Data Mining Techniques
Eliakim Ombati Akama
A Review on Educational Data Mining
Ritu Gautam, Deepika Pahuja
Fraud Detection in Banking Sector using Data Mining
B. Rajdeepa, D. Nandhitha
Adaptive Analysis of Knowledge Engineering and Pattern Recognition on Medical Data
Jani Basha, Dasari. Rajesh
Privacy Preserving Closed Frequent Pattern Mining