Earthworm optimization algorithm based cascade LSTM-GRU model for android malware detection

Earthworm optimization algorithm based cascade LSTM-GRU model for android malware detection

The rise in mobile malware risks brought on by the explosion of Android smartphones required more efficient detection techniques. Inspired by a cascade of Long Short-Term Memory (LSTM) and Gated Recurrent Unit (GRU) networks, optimized using the Earthworm Optimization Algorithm (EOA), this study pre...

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Bibliographic Details
Main Authors: Brij B. Gupta, Akshat Gaurav, Varsha Arya, Shavi Bansal, Razaz Waheeb Attar, Ahmed Alhomoud, Konstantinos Psannis
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2025-12-01
Series:Cyber Security and Applications
Subjects:
Malware detection
LSTM
GRU
Earthworm optimization algorithm
Android
Online Access:http://www.sciencedirect.com/science/article/pii/S2772918424000493
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