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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Veröffentlicht in:	Proceedings / International Conference on Software Engineering S. 2638 - 2649
Hauptverfasser:	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:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 26.04.2025
Schlagworte:	Deep learning Internet Licenses Operating systems Pipelines Reverse engineering Security Software development management Software engineering Training
ISSN:	1558-1225
Online-Zugang:	Volltext
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