A survey of explainable artificial intelligence for smart cities
The emergence of Explainable Artificial Intelligence (XAI) has enhanced the lives of humans
and envisioned the concept of smart cities using informed actions, enhanced user …
and envisioned the concept of smart cities using informed actions, enhanced user …
A Survey on Network Slicing Security: Attacks, Challenges, Solutions and Research Directions
The dawn of softwarized networks enables Network Slicing (NS) as an important technology
towards allocating end-to-end logical networks to facilitate diverse requirements of emerging …
towards allocating end-to-end logical networks to facilitate diverse requirements of emerging …
SIX-Trust for 6G: Towards a Secure and Trustworthy Future Network
Recent years have witnessed a digital explosion in the deployment of 5G and the
proliferation of 5G-enabled innovations. Compared with 5G, 6G is envisioned to achieve a …
proliferation of 5G-enabled innovations. Compared with 5G, 6G is envisioned to achieve a …
On the dependability of 6G networks
Sixth-generation communication networks must be highly dependable due to the foreseen
connectivity of critical infrastructures through them. Dependability is a compound metric of …
connectivity of critical infrastructures through them. Dependability is a compound metric of …
A secure and resilient 6G architecture vision of the German flagship project 6G-ANNA
M Hoffmann, G Kunzmann, T Dudda, R Irmer… - IEEE …, 2023 - ieeexplore.ieee.org
The 6th generation of wireless mobile networks is emerging as a paradigm shifting
successor to unifying the experience across the physical, digital, and human worlds …
successor to unifying the experience across the physical, digital, and human worlds …
Explora: Ai/ml explainability for the open ran
The Open Radio Access Network (RAN) paradigm is transforming cellular networks into a
system of disaggregated, virtualized, and software-based components. These self-optimize …
system of disaggregated, virtualized, and software-based components. These self-optimize …
Statistical tools and methodologies for ultrareliable low-latency communication—a tutorial
Ultrareliable low-latency communication (URLLC) constitutes a key service class of the fifth
generation (5G) and beyond cellular networks. Notably, designing and supporting URLLC …
generation (5G) and beyond cellular networks. Notably, designing and supporting URLLC …
Trusted explainable AI for 6G-enabled edge cloud ecosystem
The journey to the next decade of smart cellular connectivity, sixth-generation (6G) networks,
has already begun, even though 6G is still in its nascent stages and far from its deployment …
has already begun, even though 6G is still in its nascent stages and far from its deployment …
Spotting deep neural network vulnerabilities in mobile traffic forecasting with an explainable AI lens
The ability to forecast mobile traffic patterns is key to resource management for mobile
network operators and planning for local authorities. Several Deep Neural Networks (DNN) …
network operators and planning for local authorities. Several Deep Neural Networks (DNN) …
Joint Explainability and Sensitivity-Aware Federated Deep Learning for Transparent 6G RAN Slicing
In recent years, wireless networks are evolving complex, which upsurges the use of zero-
touch artificial intelligence (AI)-driven network automation within the telecommunication …
touch artificial intelligence (AI)-driven network automation within the telecommunication …