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) >>    

Anti Spam Filtering Technique for Email Filtering

Akshay Gulhane, Shraddha A. Jalan, Sakshi Gudadhe and Ajinkya R. Bijwe


Millions of people uses Electronic mail to communicate around the globe is a very important Application for many businesses. Over the last decade, unsolicited bulk email has become a major problem for email users. A myriad amount of spam is sent to users’ mailbox daily. Spam not only frustrates the most of the Email users but also strains the IT infrastructure of Organization and costs billions of Dollars in lost productivity. The necessity of the effective Spam Filters increases day by day.

The Spam filtering approaches constantly face new evasion techniques attempted by the spammers. For example, text-based approaches, including those using Bayesian classifiers on email messages, may be evaded by sending text in images or minimizing the text of an ad and shifting most details to a web site by adding a link. The links (URLs) spammers typically use as a feedback mechanism present perhaps the only piece of “immutable” information in a spam message because each URL must be precisely, spelled out to link to a Web page1.

As spammers continue to develop new techniques to evade text-based filtering, combinations of spam filtering solutions are likely to be employed. Our approach can make such combined filtering solutions more accurate because it relies on an additional information source making it harder for spammers to evade classification. In this Paper, we presented our study on various methods used to filter the Spam.

©2013 International Journal of Computer Science and Applications 

Published by Research Publications, India