Timothy Miskell

LLM Based Static Malware Analysis for Windows Portable Executables

In this work we introduce a novel application of Large Language Models (LLMs) towards the classification of malicious Windows Portable Executable (WinPE) files. Rather than fine-tuning an LLM based on the raw binary of the samples serving as the corpus, in this case we leverage our in depth knowledge of the underlying...