AN ENHANCEMENT OF ASSOCIATION CLASSIFICATION ALGORITHM FOR IDENTIFYING PHISHING WEBSITES
Journal Title: Indian Journal of Computer Science and Engineering - Year 2016, Vol 7, Issue 4
Abstract
Phishing is a fraudulent activity that involves attacker creating a model of an existing web page in order to get more important information similar to credit card details, passwords etc., of the users. This paper is an enhancement of the existing association classification algorithm to detect the phishing websites. We can enhance the accuracy to a greater extent by applying the association rules into classification. In addition, we can also obtain some valuable information and rules which cannot be captured by using any other classification approaches. However the rule generation procedure is very time consuming while encountering large data set. The proposed algorithm makes use of Apriori algorithm for identifying frequent itemsets and hence derives a decision tree based on the features of URL.
Authors and Affiliations
G. Parthasarathy , D. C. Tomar , K. Christina Praisy
A Steganography method for JPEG2000 Baseline System
Hiding capacity is very important for efficient covert communications. For JPEG2000 compressed images, it is necessary to enlarge the hiding capacity because the available redundancy is very limited. In addition, the bit...
PETRI NETS GENERATING KOLAM PATTERNS
Array Token Petri Nets are known to generate all the nine families generated by Array Grammars [10]. Application of two dimensional array grammars in kolam generation has been discussed [1]. Motivated by this we have use...
WRITING QUALITY REQUIREMENTS (SRS): AN APPROACH TO MANAGE REQUIREMENTS VOLATILITY
Quality requirements, that form a major sub-category of requirements, define a broad set system-wide attributes such as security, performance, usability and scalability. Unfortunately, many organizations pay less attenti...
STUDY OF THE WEB CACHING ALGORITHMS FOR PERFORMANCE IMPROVEMENT OF THE RESPONSE SPEED
The increasing demand for World Wide Web (WWW) services has made document caching a necessity to decrease download times and reduce Internet traffic. To make efficient use of caching, an instructive conclusion has to be...
Adaptive Genetic Algorithm Model for Intrusion Detection
Intrusion detection systems are intelligent systems designed to identify and prevent the misuse of computer networks and systems. Various approaches to Intrusion Detection are currently being used, but they are relativel...