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 21 publications
Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation
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
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 2 research projects
Enhanced Security and Privacy for Wireless Federated Learning (SP4WFL)
Safeguarding optical communication networks from cyber-security attacks