e-ISSN:0976-5166
p-ISSN:2231-3850


INDIAN JOURNAL OF COMPUTER SCIENCE AND ENGINEERING

Call for Papers

Apr 2019 - Volume 10, Issue 2
Deadline: 5 Apr 2019
Notification: 15 Apr 2019
Publication: 30 Apr 2019

June 2019 - Volume 10, Issue 3
Deadline: 5 June 2019
Notification: 15 June 2019
Publication: 30 June 2019

Indexed in

ABSTRACT

Title : DATA MINING: A ‘RIM’ ALGORITHM FOR SPYWARE DETECTION WITH PRUNING
Authors : Mrs. Indulakshmi, Dr.Nalini
Keywords : CSV –Comma separated Values; ARFF- Attribute RelationFile Format ; HNB-Hidden Naïve Bayes; RFS- Reduced Feature Set
Issue Date : Apr-May 2014
Abstract :
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) : 101-104
ISSN : 0976-5166
Source : Vol. 5, No.2