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
Download publication list
You can download this list to your computer.
Filter and download publication list
As logged in user (Chalmers employee) you find more export functions in MyResearch.
You may also import these directly to Zotero or Mendeley by using a browser plugin. These are found herer:
Zotero Connector
Mendeley Web Importer
The service SwePub offers export of contents from Research in other formats, such as Harvard and Oxford in .RIS, BibTex and RefWorks format.
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