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Home/Authors/Jayson Ng

Jayson Ng

1 indexed paper

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Publications per year

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26

Top categories

Crypto×1

Frequent co-authors

Amin Milani Fard1×

Research Timeline

2026
Evaluating Retrieval-Augmented Generation for Explainable Malware Analysis

This paper empirically evaluates the use of Retrieval-Augmented Generation (RAG) for malware explanation and finds that RAG frequently degrades explanation quality by adding noise when structured security evidence is already available.

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Papers

cs.CRRecentMay 4, 2026

Evaluating Retrieval-Augmented Generation for Explainable Malware Analysis

Jayson Ng, Amin Milani Fard

This paper empirically evaluates the use of Retrieval-Augmented Generation (RAG) for malware explanation and finds that RAG frequently degrades explanation quality by adding noise when structured secu…

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