Marija Furdek Prekratic
Marija works in the research unit Optical Networks. Her expertise lies in optical network design and optimization, with an emphasis on physical-layer security and resilience. She strives to develop secure, cognitive and autonomous communication networks. As (co)PI and WP/task leader, Marija participated in several Swedish and international scientific projects with collaborators from industry and academia. She co-authored 90+ scientific publications in international journals and conferences, 5 of which received best paper awards. She is a Senior Member of IEEE and OSA.
Showing 30 publications
Rethinking of Optical Transport Network Design for 5G/6G Mobile Communication
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation
Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning
Deep Learning Assisted Pre-Carrier Phase Recovery EVM Estimation for Coherent Transmission Systems
Privacy-Preserving Wireless Federated Learning Exploiting Inherent Hardware Impairments
Autonomous Security Management in Optical Networks
Introduction to the ONDM2020 special issue
Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers
Design of Programmable Filterless Optical Networks
Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case
Machine Learning for Optical Network Security Monitoring: A Practical Perspective
Network Slicing Automation: Challenges and Benefits
Content placement in 5G‐enabled edge/core datacenter networks resilient to link cut attacks
Machine Learning for Optical Network Security Management
Machine Learning for Cognitive Optical Network Security Management
A Framework for Spatial and Temporal Evaluation of Network Disaster Recovery
Network-wide localization of optical-layer attacks
Introduction to the Photonic Networks and Devices (NETWORKS) Special Issue
One-Shot Learning for Modulation Format Identification in Evolving Optical Networks
Demonstration of Machine-Learning-Assisted Security Monitoring in Optical Networks
Guest Editorial Photonic Networks and Devices
Optical Transport Network Design for 5G Fixed Wireless Access
Enhancing optical network security with machine learning
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Showing 6 research projects
Smart optical networks enabled by performance monitoring and machine learning
Secured autonomic traffic management for a Tera of SDN flows (TeraFlow)
Enhanced Security and Privacy for Wireless Federated Learning (SP4WFL)
Photonics Platform to Transform Mobile Fronthaul Infrastructure
Safeguarding optical communication networks from cyber-security attacks