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cs.CR 1

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2026 1

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MalwarePT: A Binary-Level Foundation Model for Malware Analysis

cs.CR · 2026-05-15 · unverdicted · novelty 6.0

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.

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  • MalwarePT: A Binary-Level Foundation Model for Malware Analysis cs.CR · 2026-05-15 · unverdicted · none · ref 35

    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.