{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/fragments-expert-a-graphical-user-interface-1","title":"Fragments Expert A Graphical User Interface MATLAB Toolbox for Classification of File Fragments","arxiv_id":null,"date":"2020-12-23","proceeding":"Concurrency and Computation Practice and Experience 2020 12","authors":["Mehdi Teimouri","Zahra Seyedghorban","Fatemeh Amirjani"],"abstract":"The classification of file fragments of various file formats is an essential task in various applications such as firewalls, intrusion detection systems, anti-viruses, web content filtering, and digital forensics. However, the community lacks a suitable software tool that can integrate major methods for feature extraction from file fragments and classification among various file formats. In this paper, we present Fragments-Expert that is a graphical user interface MATLAB toolbox for the classification of file fragments. It provides users with 22 categories of features extracted from file fragments. These features can be employed by 7 categories of machine learning algorithms for the task of classification among various file formats.","url_abs":"https://onlinelibrary.wiley.com/doi/abs/10.1002/cpe.6154","url_pdf":"https://arxiv.org/ftp/arxiv/papers/2007/2007.11246.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"fragments-expert-a-graphical-user-interface-1","repo_url":"https://github.com/vagabondboffin/Fragments-Expert","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":0,"framework":"none","reach":null}],"tasks":[{"task_slug":"classification-1","task_name":"Classification"},{"task_slug":"computer-security","task_name":"Computer Security"},{"task_slug":"file-type-identification","task_name":"File Type Identification"},{"task_slug":"intrusion-detection","task_name":"Intrusion Detection"}],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}