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Malware detection using machine learning based on word2vec embeddings of machine code instructions

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cs.CR 1

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2026 1

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UNVERDICTED 1

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Identifier-Free Code Embedding Models for Scalable Search

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

A fine-tuned Qwen3-Embedding model with contrastive learning outperforms baselines on bidirectional source-to-decompiled code association and generalizes to constant-algorithm tasks.

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  • Identifier-Free Code Embedding Models for Scalable Search cs.CR · 2026-05-05 · unverdicted · none · ref 3

    A fine-tuned Qwen3-Embedding model with contrastive learning outperforms baselines on bidirectional source-to-decompiled code association and generalizes to constant-algorithm tasks.