[PDF][PDF] A File Fragment Classification Method Based on Grayscale Image.

T Xu, M Xu, Y Ren, J Xu, H Zhang, N Zheng - J. Comput., 2014 - seclab.hdu.edu.cn
File fragment classification is an important and difficult problem in digital forensics. Previous
works in this area mainly relied on specific byte sequences in file headers and footers, or …

[PDF][PDF] File Fragment Type Classification by Bag-Of-Visual-Words.

M Erfan, S Jalili - ISeCure, 2021 - sid.ir
File fragment's type classification in the absence of header and file system information, is a
major building block in various solutions devoted to file carving, memory analysis and …

Dataset for file fragment classification of image file formats

R Fakouri, M Teimouri - BMC research notes, 2019 - Springer
Objectives File fragment classification of image file formats is a topic of interest in network
forensics. There are a few publicly available datasets of files with image formats. Therewith …

Hierarchy-based file fragment classification

M Bhatt, A Mishra, MWU Kabir, SE Blake-Gatto… - Machine Learning and …, 2020 - mdpi.com
File fragment classification is an essential problem in digital forensics. Although several
attempts had been made to solve this challenging problem, a general solution has not been …

Fast content-based file type identification

I Ahmed, KS Lhee, HJ Shin, MP Hong - … in Digital Forensics VII: 7th IFIP …, 2011 - Springer
Digital forensic examiners often need to identify the type of a file or file fragment based on
the content of the file. Content-based file type identification schemes typically use a byte …

A proposed approach to compound file fragment identification

K Nguyen, D Tran, W Ma, D Sharma - … Conference, NSS 2014, Xi'an, China …, 2014 - Springer
One of the biggest challenges in file fragment classification is the low classification rate of
compound files known as high entropy files that contain different types of data, such as …

Dataset for file fragment classification of textual file formats

F Mansouri Hanis, M Teimouri - BMC Research Notes, 2019 - Springer
Objectives Classification of textual file formats is a topic of interest in network forensics.
There are a few publicly available datasets of files with textual formats. Therewith, there is no …

The file fragment classification problem: a combined neural network and linear programming discriminant model approach

EF Wilgenbus - 2013 - repository.nwu.ac.za
The increased use of digital media to store legal, as well as illegal data, has created the
need for specialized tools that can monitor, control and even recover this data. An important …

Byte embeddings for file fragment classification

ME Haque, ME Tozal - Future Generation Computer Systems, 2022 - Elsevier
In digital forensics, file carving is the process of recovering files on a storage media in part or
in whole without any file system information. An important problem in file carving is the …

Fragments‐Expert: A graphical user interface MATLAB toolbox for classification of file fragments

M Teimouri, Z Seyedghorban… - … Practice and Experience, 2021 - Wiley Online Library
The classification of file fragments of various file formats is an essential task in various
applications such as firewalls, intrusion detection systems, antiviruses, web content filtering …