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Paper 011·Digital Forensics·July 2020

Hierarchy-Based File Fragment Classification

M. Bhatt, A. Mishra, M. W. U. Kabir, S. E. Blake-Gatto, R. Rajendra, M. T. Hoque, G. G. Richard III, V. Roussev

Open paper

Abstract

Introduces a hierarchy-based machine-learning approach to classifying file fragments — a core digital-forensics problem when file-system metadata is unavailable — improving type identification from raw binary content.

Research record

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