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Home/Authors/Riyazuddin Mohammed

Riyazuddin Mohammed

1 indexed paper

Recent (6 mo)
1
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Publications per year

1
26

Top categories

Crypto×1ML×1

Frequent co-authors

Lan Zhang1×

Research Timeline

2026
Beyond the Wrapper: Identifying Artifact Reliance in Static Malware Classifiers using TRUSTEE

The paper demonstrates that static malware classifiers often rely on superficial artifacts like packing and metadata rather than true malicious semantics, using the TRUSTEE interpretability tool to diagnose this bias.

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Papers

cs.CRcs.LGRecentMay 7, 2026

Beyond the Wrapper: Identifying Artifact Reliance in Static Malware Classifiers using TRUSTEE

Riyazuddin Mohammed, Lan Zhang

The paper demonstrates that static malware classifiers often rely on superficial artifacts like packing and metadata rather than true malicious semantics, using the TRUSTEE interpretability tool to di…

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