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Home/Authors/Dhruv Pradhan

Dhruv Pradhan

1 indexed paper

Recent (6 mo)
1
With code
0
Influential cites
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Publications per year

1
26

Top categories

Crypto×1Software Eng.×1

Frequent co-authors

Sarang Nambiar1×
Ezekiel Soremekun1×

Research Timeline

2026
Malicious ML Model Detection by Learning Dynamic Behaviors

The paper proposes DynaHug, a dynamic analysis technique that uses machine learning to detect malicious pre-trained machine learning models by learning the runtime behaviors of benign models, achieving superior detection rates compared to existing static and dynamic methods.

Highlighted terms show continued research focus across papers

Papers

cs.CRcs.SERecentApr 21, 2026

Malicious ML Model Detection by Learning Dynamic Behaviors

Sarang Nambiar, Dhruv Pradhan, Ezekiel Soremekun

The paper proposes DynaHug, a dynamic analysis technique that uses machine learning to detect malicious pre-trained machine learning models by learning the runtime behaviors of benign models, achievin…

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