803 citations · 1.5k across the 26 of their papers we have counts for
28 papers
Trustworthy, Explainable, and Sustainable Decentralized Intelligence for 6G Networks
Giovanni Perin, Michele Rossi, Enrique Tomás Martínez Beltrán +13
As 6G networks transition from theoretical frameworks into operational realities, artificial intelligence (AI) evolves from an add-on optimization tool into a distributed and inter…
SEAL: An Open, Auditable, and Fair Data Generation Framework for AI-Native 6G Networks
Sunder Ali Khowaja, Kapal Dev, Engin Zeydan +1
AI-native 6G networks promise to transform the telecom industry by enabling dynamic resource allocation, predictive maintenance, and ultra-reliable low-latency communications acros…
6G Resilience -- White Paper
Hirley Alves, Nurul H. Mahmood, Onel L. A. López +36
6G must be designed to withstand, adapt to, and evolve amid prolonged, complex disruptions. Mobile networks' shift from efficiency-first to sustainability-aware has motivated this…
Analysis of Post-Quantum Cryptography in User Equipment in 5G and Beyond
Sanzida Hoque, Abdullah Aydeger, Engin Zeydan +1
The advent of quantum computing threatens the security of classical public-key cryptographic systems, prompting the transition to post-quantum cryptography (PQC). While PQC has bee…
Quantum Technologies for Beyond 5G and 6G Networks: Applications, Opportunities, and Challenges
Engin Zeydan, Chamitha De Alwis, Rabia Khan +4
As the world prepares for the advent of 6G networks, quantum technologies are becoming critical enablers of the next generation of communication systems. This survey paper investig…
Metaverse for Industry 5.0 in NextG Communications: Potential Applications and Future Challenges
B. Prabadevi, N. Deepa, Nancy Victor +7
With the advent of new technologies and endeavors for automation in almost all day-to-day activities, the recent discussions on the metaverse life have a greater expectation. Furth…
A Survey on Federated Learning for the Healthcare Metaverse: Concepts, Applications, Challenges, and Future Directions
Ali Kashif Bashir, Nancy Victor, Sweta Bhattacharya +7
Recent technological advancements have considerately improved healthcare systems to provide various intelligent healthcare services and improve the quality of life. Federated learn…
Need of 6G for the Metaverse Realization
Bartlomiej Siniarski, Chamitha De Alwis, Gokul Yenduri +4
The concept of the Metaverse aims to bring a fully-fledged extended reality environment to provide next generation applications and services. Development of the Metaverse is backed…
A Survey on Privacy of Personal and Non-Personal Data in B5G/6G Networks
Chamara Sandeepa, Bartlomiej Siniarski, Nicolas Kourtellis +2
The upcoming Beyond 5G (B5G) and 6G networks are expected to provide enhanced capabilities such as ultra-high data rates, dense connectivity, and high scalability. It opens many po…
Open RAN Security: Challenges and Opportunities
Madhusanka Liyanage, An Braeken, Shahriar Shahabuddin +1
Open RAN (ORAN, O-RAN) represents a novel industry-level standard for RAN (Radio Access Network), which defines interfaces that support inter-operation between vendors' equipment a…
5G-NIDD: A Comprehensive Network Intrusion Detection Dataset Generated over 5G Wireless Network
Sehan Samarakoon, Yushan Siriwardhana, Pawani Porambage +5
With a plethora of new connections, features, and services introduced, the 5th generation (5G) wireless technology reflects the development of mobile communication networks and is…
Autonomous Vehicles in 5G and Beyond: A Survey
Saqib Hakak, Thippa Reddy Gadekallu, Swarna Priya Ramu +4
Fifth Generation (5G) technology is an emerging and fast adopting technology which is being utilized in most of the novel applications that require highly reliable low-latency comm…
Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration
Henna Kokkonen, Lauri Lovén, Naser Hossein Motlagh +15
Future AI applications require performance, reliability and privacy that the existing, cloud-dependant system architectures cannot provide. In this article, we study orchestration…
A Survey on XAI for 5G and Beyond Security: Technical Aspects, Challenges and Research Directions
Thulitha Senevirathna, Vinh Hoa La, Samuel Marchal +3
With the advent of 5G commercialization, the need for more reliable, faster, and intelligent telecommunication systems is envisaged for the next generation beyond 5G (B5G) radio ac…
Blockchain for the Metaverse: A Review
Thippa Reddy Gadekallu, Thien Huynh-The, Weizheng Wang +5
Since Facebook officially changed its name to Metaverse in Oct. 2021, the metaverse has become a new norm of social networks and three-dimensional (3D) virtual worlds. The metavers…
A Survey on Privacy for B5G/6G: New Privacy Challenges, and Research Directions
Chamara Sandeepa, Bartlomiej Siniarski, Nicolas Kourtellis +2
Massive developments in mobile wireless telecommunication networks have been made during the last few decades. At present, mobile users are getting familiar with the latest 5G netw…
Applications of Explainable AI for 6G: Technical Aspects, Use Cases, and Research Challenges
Shen Wang, M. Atif Qureshi, Luis Miralles-Pechuán +3
When 5G began its commercialisation journey around 2020, the discussion on the vision of 6G also surfaced. Researchers expect 6G to have higher bandwidth, coverage, reliability, en…
Roadmap for Edge AI: A Dagstuhl Perspective
Aaron Yi Ding, Ella Peltonen, Tobias Meuser +16
Based on the collective input of Dagstuhl Seminar (21342), this paper presents a comprehensive discussion on AI methods and capabilities in the context of edge computing, referred…
Federated Learning for Big Data: A Survey on Opportunities, Applications, and Future Directions
Thippa Reddy Gadekallu, Quoc-Viet Pham, Thien Huynh-The +6
In the recent years, generation of data have escalated to extensive dimensions and big data has emerged as a propelling force in the development of various machine learning advance…
Deep Learning for Intelligent Demand Response and Smart Grids: A Comprehensive Survey
Prabadevi B, Quoc-Viet Pham, Madhusanka Liyanage +7
Electricity is one of the mandatory commodities for mankind today. To address challenges and issues in the transmission of electricity through the traditional grid, the concepts of…
6G White paper: Research challenges for Trust, Security and Privacy
Mika Ylianttila, Raimo Kantola, Andrei Gurtov +24
The roles of trust, security and privacy are somewhat interconnected, but different facets of next generation networks. The challenges in creating a trustworthy 6G are multidiscipl…
Micro-Operator driven Local 5G Network Architecture for Industrial Internet
Yushan Siriwardhana, Pawani Porambage, Madhusanka Liyanage +3
In addition to the high degree of flexibility and customization required by different vertical sectors, 5G calls for a network architecture that ensures ultra-responsive and ultra-…
Enabling End-to-End Secure Connectivity for Low-Power IoT Devices with UAVs
Archana Rajakaruna, Ahsan Manzoor, Pawani Porambage +3
The proliferation of the Internet of Things (IoT) technologies have strengthen the self-monitoring and autonomous characteristics of the sensor networks deployed in numerous applic…
Blockchain based Proxy Re-Encryption Scheme for Secure IoT Data Sharing
Ahsan Manzoor, Madhsanka Liyanage, An Braeken +2
Data is central to the Internet of Things (IoT) ecosystem. Most of the current IoT systems are using centralized cloud-based data sharing systems, which will be difficult to scale…