UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 5 Issue 10
October-2018
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1810876


Registration ID:
190312

Page Number

611-617

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Title

An Exhaustive Survey on Malware Classification

Abstract

We present a very simple and an effective survey for understanding and classifying malware using various image processing techniques. Malware files are treated as grayscale images, and the images belonging to the same family appear very similar in many aspects such as texture, layout and design. By considering this visual similarity a classification method is put forward. Previous experiments show results that are very accurate with more than 90% classification accuracy on a malware database containing various samples with more than 25 different families.

Key Words

Malware visualisation, Image Texture, Image processing.

Cite This Article

"An Exhaustive Survey on Malware Classification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.5, Issue 10, page no.611-617, October-2018, Available :http://www.jetir.org/papers/JETIR1810876.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"An Exhaustive Survey on Malware Classification", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.5, Issue 10, page no. pp611-617, October-2018, Available at : http://www.jetir.org/papers/JETIR1810876.pdf

Publication Details

Published Paper ID: JETIR1810876
Registration ID: 190312
Published In: Volume 5 | Issue 10 | Year October-2018
DOI (Digital Object Identifier):
Page No: 611-617
Country: Ghaziabad, UP, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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