Defending adversarial attacks on deep learning-based power allocation in massive MIMO using denoising autoencoders

R Sahay, M Zhang, DJ Love… - IEEE Transactions on …, 2023‏ - ieeexplore.ieee.org
Recent work has advocated for the use of deep learning to perform power allocation in the
downlink of massive MIMO (maMIMO) networks. Yet, such deep learning models are …

A survey on security issues of 5G NR: Perspective of artificial dust and artificial rain

M Shafi, RK Jha, M Sabraj - Journal of Network and Computer Applications, 2020‏ - Elsevier
Abstract 5G NR (New Radio) incorporates concepts of novel technologies such as spectrum
sharing, D2D communication, UDN, and massive MIMO. However, providing security and …

Physical layer security for 5G wireless networks: A comprehensive survey

JDV Sánchez, L Urquiza-Aguiar… - 2019 3rd cyber …, 2019‏ - ieeexplore.ieee.org
Physical-layer security is emerging approach that can benefit conventional encryption
methods. The main idea of physical layer security is to take advantage of the features of the …

A novel pilot spoofing scheme via intelligent reflecting surface based on statistical CSI

J Yang, X Ji, F Wang, K Huang… - IEEE Transactions on …, 2021‏ - ieeexplore.ieee.org
Pilot spoofing attack brings new challenges to physical layer secure transmission. However,
this method will not work without any knowledge about the pilot sequence and active …