[HTML][HTML] Cybersecurity, data privacy and blockchain: A review
In this paper, we identify and review key challenges to bridge the knowledge-gap between
SME's, companies, organisations, businesses, government institutions and the general …
SME's, companies, organisations, businesses, government institutions and the general …
[HTML][HTML] A literature survey on AI-aided beamforming and beam management for 5G and 6G systems
DS Brilhante, JC Manjarres, R Moreira… - Sensors, 2023 - mdpi.com
Modern wireless communication systems rely heavily on multiple antennas and their
corresponding signal processing to achieve optimal performance. As 5G and 6G networks …
corresponding signal processing to achieve optimal performance. As 5G and 6G networks …
Defensive distillation-based adversarial attack mitigation method for channel estimation using deep learning models in next-generation wireless networks
Future wireless networks (5G and beyond), also known as Next Generation or NextG, are
the vision of forthcoming cellular systems, connecting billions of devices and people …
the vision of forthcoming cellular systems, connecting billions of devices and people …
[HTML][HTML] Security concerns on machine learning solutions for 6G networks in mmWave beam prediction
Abstract 6G–sixth generation–is the latest cellular technology currently under development
for wireless communication systems. In recent years, machine learning (ML) algorithms have …
for wireless communication systems. In recent years, machine learning (ML) algorithms have …
Adversarial security mitigations of mmWave beamforming prediction models using defensive distillation and adversarial retraining
The design of a security scheme for beamforming prediction is critical for next-generation
wireless networks (5G, 6G, and beyond). However, there is no consensus about protecting …
wireless networks (5G, 6G, and beyond). However, there is no consensus about protecting …
[HTML][HTML] A Review of Fundamental Optimization Approaches and the Role of AI Enabling Technologies in Physical Layer Security
MK Tefera, Z Jin, S Zhang - Sensors, 2022 - mdpi.com
With the proliferation of 5G mobile networks within next-generation wireless communication,
the design and optimization of 5G networks are progressing in the direction of improving the …
the design and optimization of 5G networks are progressing in the direction of improving the …
On Assessing Vulnerabilities of the 5G Networks to Adversarial Examples
M Zolotukhin, P Miraghaei, D Zhang… - IEEE Access, 2022 - ieeexplore.ieee.org
The use of artificial intelligence and machine learning is recognized as the key enabler for
5G mobile networks which would allow service providers to tackle the network complexity …
5G mobile networks which would allow service providers to tackle the network complexity …
Security and privacy concerns in next-generation networks using artificial intelligence-based solutions: A potential use case
Next-generation communication networks (NextG or 5G and beyond) have become more
essential to be able to realize cutting-edge applications, such as autonomous cars, mobile …
essential to be able to realize cutting-edge applications, such as autonomous cars, mobile …
[HTML][HTML] On attacking future 5g networks with adversarial examples: Survey
M Zolotukhin, D Zhang, T Hämäläinen, P Miraghaei - Network, 2022 - mdpi.com
The introduction of 5G technology along with the exponential growth in connected devices is
expected to cause a challenge for the efficient and reliable network resource allocation …
expected to cause a challenge for the efficient and reliable network resource allocation …
[HTML][HTML] Optimization of Drone Base Station Location for the Next-Generation Internet-of-Things Using a Pre-Trained Deep Learning Algorithm and NOMA
Next-generation Internet-of-Things applications pose challenges for sixth-generation (6G)
mobile networks, involving large bandwidth, increased network capabilities, and remarkably …
mobile networks, involving large bandwidth, increased network capabilities, and remarkably …