MAGIKA: AI-Powered Content-Type Detection

The task of content-type detection-which entails identifying the data encoded in an arbitrary byte sequence-is critical for operating systems, development, reverse engineering environments, and a variety of security applications. In this paper, we introduce Magika, a novel AI-powered content-type de...

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Bibliographic Details
Published inProceedings / International Conference on Software Engineering pp. 2638 - 2649
Main Authors Fratantonio, Yanick, Invernizzi, Luca, Farah, Loua, Thomas, Kurt, Zhang, Marina, Albertini, Ange, Galilee, Francois, Metitieri, Giancarlo, Cretin, Julien, Petit-Bianco, Alex, Tao, David, Bursztein, Elie
Format Conference Proceeding
LanguageEnglish
Published IEEE 26.04.2025
Subjects
Deep learning
Internet
Licenses
Operating systems
Pipelines
Reverse engineering
Security
Software development management
Software engineering
Training
Online AccessGet full text
ISSN1558-1225
DOI10.1109/ICSE55347.2025.00158

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