An Ensemble Model for Classification of Phishing e-mail
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2016, Vol 4, Issue 10
Abstract
Phishing attack is one of the critical issues that access sensitive information from e-mail users like banking password, credit card information and other details. Phishing e-mail not only wastage the storage space in mailbox, decrease the communication band width, but it also damage and misuse the sensitive information. This paper presents the classification of phishing e-mail or non phishing e-mail. In this paper, we have used various classification techniques like C4.5, Classification and Regression Technique (CART), Support Vector Machine (SVM), BayesNet and its ensemble technique for classification of phishing e-mail. The ensemble of CART and SVM gives better actuary results as 99.03% in case of 80-20% training-testing partitions.
Authors and Affiliations
Akhilesh Kumar Shrivas, Sashibhushan Singh Mahto
Keywords
Related Articles
- EP ID EP22739
- DOI -
- Views 265
- Downloads 4
Investigation Of Heat Transfer Enhancement In The Flat Plate Solar Collector Using Nano Fluid
This research presents overview about Nano fluid with solar collector applications, an existing emerging class of heat transfer fluid, in terms of barriers, future research and environmental challenges. Nano fluids are...
Analysis of Boiler Efficiency
A boiler (heat producer) is like the heart of a car, this provides the necessary heat that the facility needs to warm itself up. There are two types of boilers: Fire-tube and water-tube. In fire-tube boilers, combustion...
An Advanced Object Detection Algorithm Using Feature Isolation for Surveillance Cameras
In this Paper Automatic motion detection technology is an important component of quick transportation systems, and is particularly necessary for management of traffic and maintenance of traffic surveillance systems. Tra...
Review: Electro Rheology for Smart Automotive Suspension by Using Zeolite Base ERR Fluid
the purpose of the paper reported was to substantiate the capability of electro rheological (er) technology for adaptive control of suspension forces on wheeled vehicles. The shear strength properties of er fluid are pr...
Energy Preserving Reliable Trust Management Model for Wireless Sensor Networks
trust models offer defense process for wireless sensor networks. Research is being performed on trust models. Present research is being considered only for communication conduct for calculating belief values and it is n...