Integrated Data Mining Approach for Security Alert System
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2014, Vol 3, Issue 4
Abstract
The need for automatic detection of deceptive Emails is increasing due to the rapid usage of Email communication in the Internet world. The proposed “Security Alert System” provides a way to identify the future terrorist events and criminal activities. It detects the suspicious Emails indicating future attacks by applying the integrated data mining technique called “Classification based on Predictive Association Rules (CPAR)”. CPAR generates a smaller set of high-quality predictive rules from which best k rules of each class are used to predict the class label of unknown class. This Security Alert System sends an alert Email message to the investigators that helps in analyzing mistrustful Emails and act in time. The CPAR approach achieves a good accuracy for detecting emails containing suspicious content than traditional classification methods. Our experiments show that the accuracy of CPAR is more than the simple associative classifier Apriori.
Authors and Affiliations
Saisudha Dorbala, Dr. Rakesh Nayak
Keywords
Related Articles
- EP ID EP27901
- DOI -
- Views 222
- Downloads 0
Ensuring Data Storage Security in a Cloud Computing Using ‘MONA’
Due to the frequent change of the membership, sharing data in a multi-owner manner is a major problem in cloud computing. Identity privacy and Privacy preserving from an entrusted cloud is still a challenging issue....
Noise Cancellation of ECG Signal Using Adaptive Technique
In this paper, simple and efficient signal and error nonlinearity-based adaptive filters, which are computationally superior having multiplier free weight update loops are used for cancellation of noise in electrocar...
Survey of Text Categorization Techniques
On the internet huge data are in the uncategorized form. Big information is hidden behind this uncategorized scene of data. If classification of these internet documents done, then it will be helpful in many cases. Al...
Arm7 Based Electronic Travel Aid System for Blind People Navigation and Monitoring
This paper is intended to provide overall measures –object detection and real time assistance via Global Positioning System(GPS).This paper aims at the development of an Electronic Travelling Aid (ETA) kit to help th...
Design and Study of Direct Sequence - CDMA RAKE Rx Simulator for Wireless Communication
In this paper, a software wireless communication simulator execute to simulate a Code division Multiple Access (CDMA) as Wireless cellular telephony has been growing at a quicker rate than wired-line telephone networ...