Graph-Based Detection of Windows Fileless Malware Attacks
Priti Wakodikar, Joon-Young Gwak, Meng Wang et al.
· 0 citations
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Detection and Explanation of PowerShell Malware with Large Language Models
The application of LLMs for detecting malicious PowerShell scripts and producing human-interpretable explanations for their classification decisions are investigated, showing that LLMs are capable of identifying and explaining malicious PowerShell scripts, although performance varies across different models.
Meng Wang, Emma Topolovec, B. Arana et al.
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LADE: LLM-Assisted Advanced Persistent Threat Detection and Explanation
Experimental results show that LLMs, when guided by rubric-based prompts and supplemented with ATT&CK domain knowledge, achieve robust performance across detection, localization, and TTP mapping tasks.
Joon-Young Gwak, Aubrey Strier, Zhaohan Xi et al.
· 1 citation