4 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…
Dynamic Authorization for Knowledge-Base Agents in 6G
Loay Abdelrazek, Leyli Karacay, Marin Orlic
As 6G architectures transition toward decentralized Multi-Agent Systems (MAS), ensuring secure access to shared Knowledge Bases (KB) is critical. Traditional authorization models l…
Authorization of Knowledge-base Agents in an Intent-based Management Function
Loay Abdelrazek, Leyli Karaçay, Marin Orlic
As networks move toward the next-generation 6G, Intent-based Management (IbM) systems are increasingly adopted to simplify and automate network management by translating high-level…
Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network
Ömer Faruk Tuna, Fehmi Emre Kadan, Leyli Karaçay
In distributed multiple-input multiple-output (D-MIMO) networks, power control is crucial to optimize the spectral efficiencies of users and max-min fairness (MMF) power control is…