Marija Furdek Prekratic

Forskarassistent vid Kommunikations- och antennsystem

Marija arbetar i forskargruppen Optiska nätverk.

Du kan läsa mer om Marijas forskning på den engelska sidan.

Källa: chalmers.se
Image of Marija Furdek Prekratic

Visar 26 publikationer

2021

Rethinking of Optical Transport Network Design for 5G/6G Mobile Communication

Chathurika Ranaweera, Ampalavanapillai Nirmalathas, Elaine Wong et al
IEEE Future Networks Tech Focus (12)
Artikel i vetenskaplig tidskrift
2021

Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation

Yuchuan Fan, Aleksejs Udalcovs, Xiaodan Pang et al
Journal of Optical Communications and Networking. Vol. 13 (4), p. B12-B20
Artikel i vetenskaplig tidskrift
2021

Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning

Carlos Natalino Da Silva, Aleksejs Udalcovs, Lena Wosinska et al
IEEE Communications Letters. Vol. 25 (5), p. 1583-1586
Artikel i vetenskaplig tidskrift
2021

Optical Network Security Management: Requirements, Architecture and Efficient Machine Learning Models for Detection of Evolving Threats [Invited]

Marija Furdek Prekratic, Carlos Natalino Da Silva, Andrea Di Giglio et al
Journal of Optical Communications and Networking. Vol. 13 (2), p. A144-A155
Artikel i vetenskaplig tidskrift
2021

Experimental Validation of CNN vs. FFNN for Time- and Energy-Efficient EVM Estimation in Coherent Optical Systems

Yuchuan Fan, Aleksejs Udalcovs, Carlos Natalino Da Silva et al
Journal of Optical Communications and Networking. Vol. 13 (10), p. E63-E71
Artikel i vetenskaplig tidskrift
2021

Introduction to the ONDM2020 special issue

Ramon Casellas, Raul Munoz, Marija Furdek Prekratic et al
Journal of Optical Communications and Networking. Vol. 13 (6), p. ONDM1-ONDM2
Övrig text i vetenskaplig tidskrift
2021

Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers

Carlos Natalino Da Silva, Carlos Manso, Ricard Vilalta et al
European Conference on Optical Communication, ECOC
Paper i proceeding
2021

Laser Linewidth Tolerant EVM Estimation Approach for Intelligent Signal Quality Monitoring Relying on Feedforward Neural Networks

Yuchuan Fan, Xiaodan Pang, Aleksejs Udalcovs et al
European Conference on Optical Communication, ECOC
Paper i proceeding
2020

How to Survive Targeted Fiber Cuts: A Game Theoretic Approach for Resilient SDON Control Plane Design

Jing Zhu, Marija Furdek Prekratic, Carlos Natalino Da Silva et al
Optical Network Design and Modeling. ONDM 2019. Lecture Notes in Computer Science. Vol. 11616
Paper i proceeding
2020

Design of Programmable Filterless Optical Networks

Marija Furdek Prekratic, Carlos Natalino Da Silva, Lena Wosinska et al
2020 Photonics North (PN)
Paper i proceeding
2020

Machine Learning for Optical Network Security Monitoring: A Practical Perspective

Marija Furdek Prekratic, Carlos Natalino Da Silva, Fabian Lipp et al
Journal of Lightwave Technology. Vol. 38 (11), p. 2860-2871
Reviewartikel
2020

Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case

Carlos Natalino Da Silva, Andrea Di Giglio, Marco Schiano et al
2020 European Conference on Optical Communications
Paper i proceeding
2020

Network Slicing Automation: Challenges and Benefits

Federico Tonini, Carlos Natalino Da Silva, Marija Furdek Prekratic et al
Proceedings of the 24th Conference On Optical Network Design And Modelling, ONDM 2020
Paper i proceeding
2020

Content placement in 5G‐enabled edge/core datacenter networks resilient to link cut attacks

Carlos Natalino Da Silva, Amaro de Sousa, Lena Wosinska et al
Networks. Vol. 75 (4)
Artikel i vetenskaplig tidskrift
2020

Machine Learning for Optical Network Security Management

Marija Furdek Prekratic, Carlos Natalino Da Silva
Conference on Optical Fiber Communication, Technical Digest Series. Vol. Part F174-OFC 2020
Paper i proceeding
2020

Machine Learning for Cognitive Optical Network Security Management

Marija Furdek Prekratic, Carlos Natalino Da Silva
OSA Advanced Photonics Congress (IPR, Networks, NOMA, NP, PVLED, PSC, SPPCom, SOF)
Paper i proceeding
2020

Network-wide localization of optical-layer attacks

Vincent Chan, Marija Furdek Prekratic, Carlos Natalino Da Silva et al
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), p. 310-322
Paper i proceeding
2020

A Framework for Spatial and Temporal Evaluation of Network Disaster Recovery

Marija Gajic, Marija Furdek Prekratic, Poul Heegaard
Proceedings of the 32nd International Teletraffic Congress, ITC 2020, p. 37-45
Paper i proceeding
2020

Introduction to the Photonic Networks and Devices (NETWORKS) Special Issue

Marija Furdek Prekratic, David Caplan, Marco Fiorentino
Journal of Optical Communications and Networking. Vol. 12 (4), p. NET1-NET2
Artikel i vetenskaplig tidskrift
2019

One-Shot Learning for Modulation Format Identification in Evolving Optical Networks

Carlos Natalino Da Silva, Aleksejs Udalcovs, Lena Wosinska et al
Optics InfoBase Conference Papers. Vol. Part F131-IPRSN 2019
Paper i proceeding
2019

Demonstration of Machine-Learning-Assisted Security Monitoring in Optical Networks

Marija Furdek Prekratic, Carlos Natalino Da Silva, Fabian Lipp et al
Proceedings of the 45th European Conference on Optical Communication, ECOC 2019
Paper i proceeding
2019

Experiment-based detection of service disruption attacks in optical networks using data analytics and unsupervised learning

Marija Furdek Prekratic, Carlos Natalino Da Silva, Marco Schiano et al
Metro and Data Center Optical Networks and Short-Reach Links II; 109460D. Vol. 10946
Paper i proceeding
2019

Guest Editorial Photonic Networks and Devices

Marija Furdek Prekratic, Nicolas K. Fontaine, Werner Klaus et al
Journal of Lightwave Technology. Vol. 37 (16), p. 3872-3874
Övrig text i vetenskaplig tidskrift
2019

Optical Transport Network Design for 5G Fixed Wireless Access

Chathurika Ranaweera, Paolo Monti, Bjorn Skubic et al
Journal of Lightwave Technology. Vol. 37 (16), p. 3893-3901
Artikel i vetenskaplig tidskrift
2019

Enhancing optical network security with machine learning

Marija Furdek Prekratic, Carlos Natalino Da Silva
International Conference on Transparent Optical Networks. Vol. 2019-July
Paper i proceeding
2019

Experimental Study of Machine-Learning-Based Detection and Identification of Physical-Layer Attacks in Optical Networks

Carlos Natalino Da Silva, Marco Schiano, Andrea Di Giglio et al
Journal of Lightwave Technology. Vol. 37 (16), p. 4173-4182
Artikel i vetenskaplig tidskrift

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Visar 5 forskningsprojekt

2021–2024

Providing Resilient & secure networks [Operating on Trusted Equipment] to CriTical infrastructures (PROTECT)

Paolo Monti Optiska nätverk
Lena Wosinska Optiska nätverk
Marija Furdek Prekratic Optiska nätverk
Rui Lin Optiska nätverk
Ehsan Etezadi Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
VINNOVA

2021–2023

Secured autonomic traffic management for a Tera of SDN flows (TeraFlow)

Paolo Monti Optiska nätverk
Marija Furdek Prekratic Optiska nätverk
Carlos Natalino Da Silva Optiska nätverk
Europeiska kommissionen (EU)

2020–2021

Förbättrad säkerhet och integritet för trådlöst federerat lärande

Sina Rezaei Aghdam Kommunikationssystem
Marija Furdek Prekratic Optiska nätverk
Alexandre Graell I Amat Kommunikationssystem
Chalmers AI-forskningscentrum (CHAIR)

2020–2023

Photonics Platform to Transform Mobile Fronthaul Infrastructure

Lena Wosinska Optiska nätverk
Marija Furdek Prekratic Optiska nätverk
Paolo Monti Optiska nätverk
Australian Research Council (ARC)

2020–2023

Skydda optiska kommunikationsnätverk från cyber-säkerhetsattacker

Marija Furdek Prekratic Optiska nätverk
Vetenskapsrådet (VR)

Det kan finnas fler projekt där Marija Furdek Prekratic medverkar, men du måste vara inloggad som anställd på Chalmers för att kunna se dem.