Proceeding of

NCAICN National Conference 2013

(NCAICN-2013)

on

Advances in

Computing & Networking

as

A Special Issue of

International Journal of Computer Science and Applications

(ISSN:0974-1011)

Patron

Hon. Shri Sundeepji Meghe

(Chairman, Vidarbha Youth Welfare Society, Amravati)

 

Advisor

Dr. V.T. Ingole (FIE, FIETE, Professor Emeritus)

 

Organizing Committee

Chairman

Dr. D.T. Ingole (FIE, FIETE)

(Principal PRMIT & R, Badnera and  Chairman IEI  Amravati Center).

Secretary

 Er. A.W. Jawanjal

(Honorary Secretary IEI, Amravati Center)

Conveners

Dr. G.R. Bamnote ((FIE, FIETE)

(H.O.D. Computer Science & Engineering)

Dr. A.S. Alvi (MIE)

(H.O.D. Information Technology))

Prof. Mrs. M.D. Ingole (FIE.MIETE)

(H.O.D. Electronics & Telecommunication)

Coordinators

Prof. S.V. Dhopte ((FIE, FIETE)

Prof. Ms. V.M. Deshmukh (FIE, FIETE)

Dr. S.W. Mohod  (FIE,FIETE)

Co-Coordinators

Dr. S.R. Gupta (MIE, MIETE)

Prof. S.V. Pattalwar ((FIE, FIETE)

Prof. M.D. Damahe

Members

Prof. Mrs. M.S. Joshi                

Dr. S.M. Deshmukh

Prof. V.U. Kale

Prof. S.S. Kulkarni

Prof. Ms. R.R. Tuteja

Prof. Ms. J.N. Ingole

Prof. V.R. Raut

Prof. C.N. Deshmukh

Prof. Ms. M.S. Deshmukh

Prof. S.P. Akarte

Prof. Mrs. A.P. Deshmukh

Prof. Mrs. S.S. Sikchi

Prof. N.N. Khalsa

Department of Information and Computer Science and Engineering

Prof. Ram Meghe Institute of Technology and Research, Badnera Distt. Amravati

 

Editor

Prof. K. H. Walse

M.S.India

 

 

 

   
   
   
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
IJCSA ISSN: 0974-1011 (Online) >>    
Title:

A Robust Spam Detection System using a collaborative approach with an E-Mail Abstraction Scheme and Spam Tree Data Structure

Author:
Khushboo S. Sathawane and Prof.Miss.R.R.Tuteja
 

Abstract

E-mail communication has become a necessary part of our day to day life, however the e-mail spam problem  is on rise hugely. Unsolicited email is not only a nuisance but can be potentially dangerous.  In recent years, so many techniques are developed to detect the spam emails and the idea of collaborative  spam filtering with near-duplicate similarity matching  scheme has been commonly talked about. This scheme for spam detection maintains  a known spam database, formed by user  feedback, and then blocks succeeding near-duplicate spams. The prior works is mainly based upon a brief  abstraction derived from e-mail content text. However, these abstractions of e-mails cannot  fully catch  the growing nature  of spams, and  are  thus not successful  enough in near-duplicate detection. In this paper,  a novel e-mail abstraction scheme is proposed, which considers e-mail layout structure to represent e-mails. Moreover, a Robust and  Collaborative  Spam  Detection System is presented, which possesses an efficient near-duplicate matching  scheme and  a progressive update scheme



2013 International Journal of Computer Science and Applications 

Published by Research Publications, India