Yigitcan Kaya
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126
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Crypto×1
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2026
MalwarePT: A Binary-Level Foundation Model for Malware Analysis
MalwarePT introduces a novel binary-level foundation model, pretrained on Windows PE code-section bytes using a ModernBERT-style encoder, demonstrating superior transfer learning capabilities across various malware analysis tasks.
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cs.CRRecentMay 15, 2026
MalwarePT: A Binary-Level Foundation Model for Malware Analysis
Saastha Vasan, Yuzhou Nie, Kaie Chen, Yigitcan Kaya +5 more
MalwarePT introduces a novel binary-level foundation model, pretrained on Windows PE code-section bytes using a ModernBERT-style encoder, demonstrating superior transfer learning capabilities across v…
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