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NeuroYara: Learning to Rank for Yara Rules Generation through Deep Language Modeling & Discriminative N-gram Encoding

Mansour, Ziad2022

… It is a widely-used syntax for writing malware signatures. Compared to machine learning models, Yara rules have a lower false-positive rate and better maintainability of the rules to incorporate new variants of malware. To produce a high-quality rule, one will need extensive experience in …

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