IEEE

Temporal-Spatial Feature Extraction in IoT-Based SCADA System Security: Hybrid CNN-LSTM and Attention-Based Architectures for Malware Classification and Attack Detection

Abstract: This research presents a Convolutional Neural Network (CNN) and Long Short-Term Memory (LSTM) model developed for malware classification from IoT devices in the SCADA system and for ...
IEEE

IoT Malware Classification Using Lightweight Neural Network

Abstract: The use of IoT devices has grown in recent years and the number is expected to continue rising to over 50 billion devices by 2030. However, the growth has led to increased attacks especially ...