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Home/Authors/Maanak Gupta

Maanak Gupta

1 indexed paper

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

1
26

Top categories

Crypto×1ML×1

Frequent co-authors

Andrew Wheeler1×
Kshitiz Aryal1×

Research Timeline

2026
Explainability-Guided Adversarial Attacks on Transformer-Based Malware Detectors Using Control Flow Graphs

This paper proposes an explainability-guided adversarial attack that successfully evades transformer-based malware detectors by perturbing the most influential components of the control flow graph representation.

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Papers

cs.CRcs.LGRecentApr 4, 2026

Explainability-Guided Adversarial Attacks on Transformer-Based Malware Detectors Using Control Flow Graphs

Andrew Wheeler, Kshitiz Aryal, Maanak Gupta

This paper proposes an explainability-guided adversarial attack that successfully evades transformer-based malware detectors by perturbing the most influential components of the control flow graph rep…

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