Leveraging attention-based deep neural networks for security vetting of Android applications

Pathak, Prabesh; Poudel, Prabesh; Roy, Sankardas; Caragea, Doina

Leveraging attention-based deep neural networks for security vetting of Android applications

Pathak, Prabesh and Poudel, Prabesh and Roy, Sankardas and Caragea, Doina (2021) Leveraging attention-based deep neural networks for security vetting of Android applications. EAI Endorsed Transactions on Security and Safety.

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Abstract

Many traditional machine learning and deep learning algorithms work as a black box and lack interpretability. Attention-based mechanisms can be used to address the interpretability of such models by providing insights into the features that a model uses to make its decisions. Recent success of atten

Item Type:	Article
Date Deposited:	04 Mar 2026 14:52
Last Modified:	11 Apr 2026 16:17
URI:	http://eprints.eai.eu/id/eprint/36823

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