In physical layer security, one interest of the community is the development of practical
approaches to achieve reliable and secure communication, such as model-free approaches …

The use of deep learning-based techniques for approximating secure encoding functions
has attracted considerable interest in wireless communications due to impressive results …

Due to the randomness of wireless channels, it is possible to achieve secure
communications by designing communication systems according to the characteristics of …

To achieve new applications for 5G communications, physical layer security has recently
drawn significant attention. In a wiretap channel system, our goal is to minimize information …

Deep learning (DL) has exhibited great potential in communication systems. Recent
advances in DL-based physical-layer techniques have shown that the communication …

End-to-end learning of communication systems with neural networks and particularly
autoencoders is an emerging research direction which gained popularity in the last year. In …

Advancements in information and communication technologies have contributed
significantly to the optimization of next generation wireless communications networks …

Physical layer security is a crucial technology to achieve secure information transmission.
However, emerging technologies, such as machine learning, impose significant challenges …

This paper presents an innovative approach to enhance communication security by
accurately predicting eavesdropper channel strength through real-time variations based on …

This paper presents a novel approach to achieving secure wireless communication by
leveraging the inherent characteristics of wireless channels through end-to-end learning …