Secure federated learning in quantum autonomous vehicular networks
With rapid developments of artificial intelligence (AI) and wireless communication
technologies, autonomous vehicular networks (AVNs) have emerged to provide convenient …
technologies, autonomous vehicular networks (AVNs) have emerged to provide convenient …
[HTML][HTML] End-to-End Service Availability in Heterogeneous Multi-Tier Cloud–Fog–Edge Networks
I Kabashkin - Future Internet, 2023 - mdpi.com
With the evolution towards the interconnected future internet spanning satellites, aerial
systems, terrestrial infrastructure, and oceanic networks, availability modeling becomes …
systems, terrestrial infrastructure, and oceanic networks, availability modeling becomes …
6AInets: Harnessing artificial intelligence for the 6G network security: Impacts and Challenges
This decade has witnessed the initiation of the digital revolution, as anticipated with the
advent of 5G networks. Looking ahead to the 6G communication era, considerations are …
advent of 5G networks. Looking ahead to the 6G communication era, considerations are …
Leveraging Network Data Analytics Function and Machine Learning for Data Collection, Resource Optimization, Security and Privacy in 6G Networks
The full deployment of sixth-generation (6G) networks is inextricably connected with a
holistic network redesign able to deal with various emerging challenges, such as integration …
holistic network redesign able to deal with various emerging challenges, such as integration …
Security and Privacy in Space-Air-Ocean Integrated Unmanned Surface Vehicle Networks
With the development of wireless communication technologies, the space-air-ocean
integrated unmanned surface vehicle (USV) networks are significantly promising to provide …
integrated unmanned surface vehicle (USV) networks are significantly promising to provide …
Enabling 6G Security: The Synergy of Zero Trust Architecture and Artificial Intelligence
The security of Sixth Generation (6G) technology and its services have been a focal point for
industry, academia, and governments. To safeguard this emerging technology from cyber …
industry, academia, and governments. To safeguard this emerging technology from cyber …
Privacy-Preserving AI Framework for 6G-Enabled Consumer Electronics
In the realm of consumer electronics for 6G communication, AI has emerged as a significant
player. However, the proliferation of devices at the edge of network causes the generation of …
player. However, the proliferation of devices at the edge of network causes the generation of …
New Dimensions for Physical Layer Secret Key Generation: Excursion Lengths-Based Key Generation
Physical Layer-based Secret Key Generation (PLSKG) between the legitimate nodes from
the reciprocal wireless channel is a vastly studied area of Physical Layer Security (PLS) …
the reciprocal wireless channel is a vastly studied area of Physical Layer Security (PLS) …
Photonic-accelerated AI for cybersecurity in sustainable 6G networks
The sixth generation (6G) of mobile communications, expected to be deployed around the
year 2030, is predicted to be characterized by ubiquitous connected intelligence. With …
year 2030, is predicted to be characterized by ubiquitous connected intelligence. With …
Verifiable and Privacy-Preserving Cooperative Federated Learning in UAV-Assisted Vehicular Networks
Q Xu, Y Lan, Z Su, D Fang… - ICC 2023-IEEE …, 2023 - ieeexplore.ieee.org
Federated learning (FL) is a promising distributed learning paradigm, which enables
devices to collaboratively train an AI model without exposing participants' private data …
devices to collaboratively train an AI model without exposing participants' private data …