Yasin Dehfouli

Research record

Publications

Peer-reviewed work on machine learning for malware analysis and memory forensics.

  1. 01
    journal

    VADViT: Vision transformer-driven memory forensics for malicious process detection and explainable threat attribution

    Yasin Dehfouli · Arash Habibi Lashkari

    Journal of Information Security and Applications, Volume 94, Article 104200

    A Vision Transformer framework for detecting malicious processes from VAD-region memory representations and attributing predictions to analyst-reviewable regions.

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  2. 02
    journal

    Memory Analysis for Malware Detection: A Comprehensive Survey Using the OSCAR Methodology

    Yasin Dehfouli · Arash Habibi Lashkari

    ACM Computing Surveys, Volume 58, Issue 4, Article 86

    A structured survey of memory acquisition, forensic methods, datasets, and malware-detection approaches using an OSCAR-guided methodology.

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