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What is SoK - Leveraging Transformers For Malware Analysis about?

This paper presents a Systematization of Knowledge (SoK) on the use of transformer models for malware analysis, highlighting their potential due to flexibility in handling complex data. It reviews existing literature, categorizes transformer adaptations, and discusses various feature types and datasets used in malware research. The authors aim to provide insights and a foundational resource to guide future research in leveraging transformers for effective malware detection and classification.

Author

rithwikps1

Language

EN