MalwarePT is a ModernBERT-style binary foundation model pretrained with masked language modeling on PE code bytes using BPE tokenization that transfers to API call prediction, functionality classification, and temporal-drift malware detection.
In: AAAI Workshop (2018)
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MalwarePT: A Binary-Level Foundation Model for Malware Analysis
MalwarePT is a ModernBERT-style binary foundation model pretrained with masked language modeling on PE code bytes using BPE tokenization that transfers to API call prediction, functionality classification, and temporal-drift malware detection.