Accurate Spam Mail Detection using Bayesian Algorithm
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2012, Vol 1, Issue 4
Abstract
— With the increasing popularity of a E-mail users, E-mail spam problem growing proportionally. Spam filtering with near duplicate matching scheme is widely discussed in recent years. It is based on a known spam database formed by user feedback which cannot fully catch the evolving nature of spam and also it requires much storage. In view of above drawbacks, we proposed an effective spam detection scheme based on Bayesian approach. First we use Bayesian filter based on single keyword sets and then we improve the scheme by using multiple keyword sets and satisfactory results obtained.
Authors and Affiliations
Mrs. V. KANAKA DURGA , Mr. M. R. RAJA RAMESH,
Keywords
Related Articles
- EP ID EP162079
- DOI -
- Views 76
- Downloads 0
A Novel Protocol for Better Energy-Efficiency, Latency and Fault Tolerance in Wireless Sensor Network
Wireless sensor networks with thousands of small sensor nodes are becoming very popular due to their large use in many of applications such as monitoring and collecting data from undisturbed dangerous environ...
Cloud Computing: Migration from Traditional Systems to the Cloud
Over the past few decades Business organizations have tried hard to keep up with the changes encountered in the market. Various factors like increased load, security, availability, fail safe mechanisms etc. have...
Virtualizing the Private Cloud for Maximum Resource Utilization
Cloud computing ,now- a- days is a trend in the IT industry.We normally deploy cloud based infrastructure, applications on Bare-metal hardware. But still the resource utilization is not at its maximum .There is sti...
Performance Study of Different Medical Images Based on Morphology in Noisy Environment
Identification of Medical images is done using their regional structures. Edge detection is a basic element in the area of image processing and computer vision particularly for feature extraction. Edge detection simpl...
Optimization of Throughput Using Multicast Routing in Wireless Mesh Networks
In the recent years the multicast routing in wireless mesh network has given attention on metrics to improve link quality and to increase the high-throughput.Nodes must have always contact with their neighbouring nodes t...