Marija Furdek Prekratic

Forskarassistent vid Kommunikation, Antenner och Optiska Nätverk

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 33 publikationer

2022

Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks

Carlos Natalino Da Silva, Carlos Manso, Lluis Gifre et al
2022 Optical Fiber Communications Conference and Exhibition, OFC 2022 - Proceedings
Paper i proceeding
2022

Feedforward Neural Network-Based EVM Estimation: Impairment Tolerance in Coherent Optical Systems

Yuchuan Fan, Xiaodan Pang, Aleksejs Udalcovs et al
IEEE Journal of Selected Topics in Quantum Electronics. Vol. 28 (4)
Artikel i vetenskaplig tidskrift
2022

Introduction to the ONDM 2021 special issue

Marija Furdek Prekratic, Paolo Monti, Carmen Mas Machuca et al
Journal of Optical Communications and Networking. Vol. 14 (5), p. ONDM1-ONDM2
Övrig text i vetenskaplig tidskrift
2022

Design and Reliability Performance of Wireless Backhaul Networks Under Weather-Induced Correlated Failures

Forough Yaghoubi, Marija Furdek Prekratic, Ahmad Rostami et al
IEEE Transactions on Reliability. Vol. 71 (2), p. 616-629
Artikel i vetenskaplig tidskrift
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

Deep Learning Assisted Pre-Carrier Phase Recovery EVM Estimation for Coherent Transmission Systems

Yuchuan Fan, Aleksejs Udalcovs, Xiaodan Pang et al
2021 Conference on Lasers and Electro-Optics, CLEO 2021 - Proceedings
Paper i proceeding
2021

Privacy-Preserving Wireless Federated Learning Exploiting Inherent Hardware Impairments

Sina Rezaei Aghdam, Ehsan Amid, Marija Furdek Prekratic et al
2021 IEEE 26th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)
Paper i proceeding
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

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
2021

Experimental validation of CNNs versus FFNNs 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

Autonomous Security Management in Optical Networks

Carlos Natalino Da Silva, Andrea Di Giglio, Marco Schiano et al
Optical Fiber Communications Conference and Exhibition (OFC)
Paper i proceeding
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. Vol. 2021
Paper i proceeding
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
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

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

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

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), p. 392-392
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

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

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). Vol. 11616 LNCS, p. 310-322
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

Ladda ner publikationslistor

Du kan ladda ner denna lista till din dator.

Filtrera och ladda ner publikationslista

Som inloggad användare hittar du ytterligare funktioner i MyResearch.

Du kan även exportera direkt till Zotero eller Mendeley genom webbläsarplugins. Dessa hittar du här:

Zotero Connector
Mendeley Web Importer

Tjänsten SwePub erbjuder uttag av Researchs listor i andra format, till exempel kan du få uttag av publikationer enligt Harvard och Oxford i .RIS, BibTex och RefWorks-format.

Visar 6 forskningsprojekt

2021–2024

Smarta optiska nätverk som möjliggörs genom prestandaövervakning och maskininlärning

Marija Furdek Prekratic Optiska nätverk
Lena Wosinska Optiska nätverk
École de Technologie Supérieure (ÉTS)
National Research Council Canada

2021–2024

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

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

2021–2023

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

Carlos Natalino Da Silva Optiska nätverk
Marija Furdek Prekratic Optiska nätverk
Paolo Monti 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.