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E-mail Data Analysis for Application to Cyber Forensic Investigation using Data Mining

Sobiya R. Khan, Smita M. Nirkhi, R. V. Dharaskar Published in Data Mining

IJAIS Proceedings on 2nd National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2013)
Year of Publication: 2013
© 2012 by IJAIS Journal
10.5120/ncipet1364
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  1. Sobiya R Khan, Smita M Nirkhi and R V Dharaskar. Article: E-mail Data Analysis for Application to Cyber Forensic Investigation using Data Mining. IJAIS Proceedings on 2nd National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2013) NCIPET(3):1-4, November 2013. BibTeX

    @article{key:article,
    	author = "Sobiya R. Khan and Smita M. Nirkhi and R. V. Dharaskar",
    	title = "Article: E-mail Data Analysis for Application to Cyber Forensic Investigation using Data Mining",
    	journal = "IJAIS Proceedings on 2nd National Conference on Innovative Paradigms in Engineering and Technology (NCIPET 2013)",
    	year = 2013,
    	volume = "NCIPET",
    	number = 3,
    	pages = "1-4",
    	month = "November",
    	note = "Published by Foundation of Computer Science, New York, USA"
    }
    

Abstract

This paper discusses briefly the significance of e-mail communication in today's world, how substantial e-mails are with respect to obtaining digital evidence. The framework proposed by authors employs state-of-the-art existing data mining techniques. Experiments are conducted for e-mail analysis on the Enron data corpus. The intent of the proposed system is to provide assistance during forensic investigation. In this paper, we enhance the results obtained in our previous work on statistical analysis and provide our findings on e-mail classification experiments.

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Keywords

E-mail forensic analysis, Statistical Analysis, Classification and Clustering techniques, Authorship identification, Social Network Analysis.