Call for Papers 2022 |
Feb 2023 - Volume 14, Issue 1
Deadline: 15 Jan 2023
Publication: 20 Feb 2023
Apr 2023 - Volume 14, Issue 2
Deadline: 15 Mar 2023
Publication: 20 Apr 2023
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ABSTRACT
Title |
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DATA MINING: A ‘RIM’ ALGORITHM FOR SPYWARE DETECTION WITH PRUNING |
Authors |
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Mrs. Indulakshmi, Dr.Nalini |
Keywords |
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CSV –Comma separated Values; ARFF- Attribute RelationFile Format ; HNB-Hidden Naïve Bayes; RFS- Reduced Feature Set |
Issue Date |
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Apr-May 2014 |
Abstract |
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The aim of this paper is to employ the principles of data mining and classify a new algorithm. In this method, we have proposed a new anti-spyware system (Spyware Detection), which is capable for classifying spyware files from legitimate files. Also we have evaluated the performance of our anti-spyware system with the existing anti- spywares in terms of overall accuracy (ACC) and false positive rate (FPR)... This paper describes the use of classi?cation trees and shows the methods of pruning them using the new Algorithm.The RIM algorithm which can be classified and compared with other algorithms like Naïve Bayes, HNB (Hidden Naïve Bayes) , Random Tree Algorithm The experimental results suggest that our method is better than the existing methods and shows the best result. |
Page(s) |
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101-104 |
ISSN |
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0976-5166 |
Source |
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Vol. 5, No.2 |
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