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File fragment type detection by neural network
2018 26th Signal Processing and Communications Applications Conference (SIU), 2018File type detection is vital for data recovery, cyber attack detection and, and digital forensic studies. There are extension based, knowledge of file header, and content based methods for file type detection. Extension based and knowledge of file header based methods aren't robust methods since file header and extension can be easily changed.
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A New Approach to Compressed File Fragment Identification
2015Identifying the underlying type of a file given only a file fragment is a big challenge in digital forensics. Many methods have been applied to file type identification; however the identification accuracies of most of file types are still very low, especially for files having complex structures because their contents are compound data built from ...
Khoa Nguyen 0004 +3 more
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Textual File Fragments Dataset and Code
2019In this study, we present a dataset that contains file fragments of five textual file formats: Binary file format for Word 97-Word 2003 (DOC), Microsoft Word open XML format (DOCX), portable document format (PDF), rich text file (RTF), and standard text document (TXT).
Teimouri, Mehdi, Hanis, Fatemeh Mansouri
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How to Carve Out-of-Order Fragmented Files
The contents of files are typically stored on disk in a consecutive manner. However, $$\sim $$∼4% of files are fragmented – the contents is not stored on-disk in one continuous part. The fragments that together constitute the file may even be stored in non-consecutive order on-disk.Nick Huijsmans +3 more
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File Fragment Analysis Using Machine Learning
2023 IEEE Intl Conf on Dependable, Autonomic and Secure Computing, Intl Conf on Pervasive Intelligence and Computing, Intl Conf on Cloud and Big Data Computing, Intl Conf on Cyber Science and Technology Congress (DASC/PiCom/CBDCom/CyberSciTech), 2023Razaq Jinad +2 more
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Detecting file fragmentation point using sequential hypothesis testing
Digital Investigation, 2008HÜSREV T Sencar, Nasir Memon
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File Fragmentation in Mobile Devices: Measurement, Evaluation, and Treatment
IEEE Transactions on Mobile Computing, 2019Cheng Ji, Li-Pin Chang, Riwei Pan
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On Channel Failures, File Fragmentation Policies, and Heavy-Tailed Completion Times
IEEE/ACM Transactions on Networking, 2016Steven H Low, John C Doyle
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