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Document Type : Latin Dissertation
Language of Document : English
Record Number : 150216
Doc. No : ET22008
Main Entry : Rupa Parameswaran
Title Proper : A Robust Data Obfuscation Approach for Privacy Preserving Collaborative Filtering
Note : This document is digital این مدرک بصورت الکترونیکی می باشد
Abstract : Privacy is deطned as the freedom from unauthorized intrusion. The availability ofpersonal information through online databases, such as government records, medical records,and voters lists, pose a threat to personal privacy. The concern over individual privacy hasled to the development of legal codes for safeguarding privacy in several countries [56].However, the ignorance of individuals as well as loopholes in the systems, have led toinformation breaches even in the presence of such rules and regulations. Protection againstdata privacy requires modiطcation of the data itself. The term data obfuscation is used torefer to the class of algorithms that modify the values of the data items without distortingthe usefulness of the data. The main goal of this thesis is the development of a dataobfuscation technique that provides robust privacy protection with minimal loss in usabilityof the data.Although medical and طnancial services are two of the major areas where information..,..tested for theQ1 PC1 bus cardBoth these projects mere sofixare des elopment efforts tonards contributing to dlfferentaspects of Roboucs and lZ1echatronics projects m the Controls and Roboucs Group..
Subject : Electericl tess
: برق
electronic file name : TL45204.pdf
Title and statement of responsibility and : A Robust Data Obfuscation Approach for Privacy Preserving Collaborative Filtering [Thesis]
 
 
 
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