Enhancing ECU identification security in CAN networks using distortion modeling and neural networks

A Hafeez, H Malik, A Irtaza, MZ Uddin… - Frontiers in Computer …, 2024 - frontiersin.org
A novel technique for electronic control unit (ECU) identification is proposed in this study to
address security vulnerabilities of the controller area network (CAN) protocol. The reliable …

Multimodal consumer choice prediction using EEG signals and eye tracking

SM Usman, S Khalid, A Tanveer, AS Imran… - Frontiers in …, 2025 - frontiersin.org
Marketing plays a vital role in the success of a business, driving customer engagement,
brand recognition, and revenue growth. Neuromarketing adds depth to this by employing …

Recognizing drivers' sleep onset by detecting slow eye movement using a parallel multimodal one-dimensional convolutional neural network

Y Jiao*, X He - Computer Methods in Biomechanics and …, 2025 - Taylor & Francis
Slow eye movements (SEMs) are a reliable physiological marker of drivers' sleep onset,
often accompanied by EEG alpha wave attenuation. A parallel multimodal 1D convolutional …