4 papers
Agents That Model Agents: Five Principles Toward a Theory of Mind for 6G Networks
Hatim Chergui, Carolina Fernández-Martínez, Mehdi Bennis +1
Future 6G networks will rely on Large Language Model (LLM) agents to manage the Radio Access Network (RAN). However, current architectures assume inter-agent messages convey object…
A Knowledge-Based Multi-Agent Framework for Security Control Recommendation
Carolina Fernández-Martínez, Shuaib Siddiqui, Vanesa Daza
Hardening IT on-premises environments can be a daunting task for teams without access to adequate cybersecurity expertise. In this regard, Decision Support Systems (DSS) with embed…
A VPN-as-a-Service Tailored Enabler for Computing-constrained Environments
Carolina Fernández-Martínez, César Cajas Parra, Shuaib Siddiqui
Industry has embraced Zero Trust (ZT) architectural tenets and implementations for cloud-native environments, following stricter security requirements to both internal and external…
A Bayesian Network Approach for Enhancing Security-Focused Decision Support Systems
Carolina Fernández-Martínez, Shuaib Siddiqui, Vanesa Daza
The adoption and integration of heterogeneous stacks in most of today's open-source based networks brings clear benefits like interoperability and availability of advanced features…