Hierarchy-Based File Fragment Classification

Hierarchy-Based File Fragment Classification

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 found. In this work, we propose a hierarchical machine-learning-based approach with optimized support vector machines...

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Bibliographic Details
Main Authors: Manish Bhatt, Avdesh Mishra, Md Wasi Ul Kabir, S. E. Blake-Gatto, Rishav Rajendra, Md Tamjidul Hoque, Irfan Ahmed
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Machine Learning and Knowledge Extraction
Subjects:
file fragment classification
support vector machines
hierarchical classification
digital forensics
file carving
Online Access:https://www.mdpi.com/2504-4990/2/3/12

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