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The classification of file fragments of various file formats is an essentialtask in various applications such as firewalls, intrusion detection systems,anti-viruses, web content filtering, and digital forensics. However, thecommunity lacks a suitable software tool that can integrate major methods forfeature extraction from file fragments and classification among various fileformats. In this paper, we present Fragments-Expert that is a graphical userinterface MATLAB toolbox for the classification of file fragments. It providesusers with 22 categories of features extracted from file fragments. Thesefeatures can be employed by 7 categories of machine learning algorithms for thetask of classification among various file formats.

Fragments-Expert: A Graphical User Interface MATLAB Toolbox for Classification of File Fragments