Author

Chong Cao

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Open access Aug 2026

Comparative Study of Deep Learning Models for Malware Detection in IoT Networks: CNN, LSTM, and Hybrid Architectures

A Hybrid Convolutional Neural Network–Long Short-Term Memory (CNN–LSTM) model for effective IoT malware detection is proposed, which enhances detection capability for both known and zero-day attacks.

Yuan Liu, Man-Qing Cao, Chong Cao · Journal of Cyber Security an... · 0 citations