5 papers
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…
Towards Cloud-Native Agentic Protocol Learning for Conflict-Free 6G: A Case Study on Inter-Slice Resource Allocation
Juan Sebastián Camargo, Farhad Rezazadeh, Hatim Chergui +2
In this paper, we propose a novel cloud-native architecture for collaborative agentic network slicing. Our approach addresses the challenge of managing shared infrastructure, parti…
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing
Farhad Rezazadeh, Hatim Chergui, Shuaib Siddiqui +4
An adaptive standardized protocol is essential for addressing inter-slice resource contention and conflict in network slicing. Traditional protocol standardization is a cumbersome…