Proceeding of

NCAICN National Conference 2013



Advances in

Computing & Networking


A Special Issue of

International Journal of Computer Science and Applications



Hon. Shri Sundeepji Meghe

(Chairman, Vidarbha Youth Welfare Society, Amravati)



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


Organizing Committee


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

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


 Er. A.W. Jawanjal

(Honorary Secretary IEI, Amravati Center)


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)


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

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

Dr. S.W. Mohod  (FIE,FIETE)


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

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

Prof. M.D. Damahe


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



Prof. K. H. Walse





IJCSA ISSN: 0974-1011 (Online) >>    

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

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


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