Marija Furdek Prekratic
Visar 71 publikationer
Variational Autoencoder Domain Adaptation for Cross-System Generalization in ML-Based SOP Monitoring
Dynamic ML Models for Evolving Networks: What, Where and How?
DP-16QAM Modulated vs. Unmodulated Polarization Signatures for ML-Based Fiber Sensing
ML-based State of Polarization Analysis to Detect Emerging Threats to Optical Fiber Security
AI/ML-Based State-of-Polarization Monitoring in Optical Networks: Concepts and Challenges
Dynamic ML Model Updating Strategies for Detection of Evolving Network Attacks
Deep Learning for Detection of Harmful Events in Real-World, Noisy Optical Fiber Deployments
On the Benefits of Programmable FON for Low-Cost OTN-Over-WDM Metro Networks
On the Service Resilience Benefits of Multi-Operator Network Sharing with NFV
Programmable Filterless Optical Networks: Architecture, Design and Resource Allocation
Joint Fragmentation- and QoT-Aware RBMSA in Dynamic Multi-Band Elastic Optical Networks
Cost- and energy-efficient filterless architectures for metropolitan networks
Survivability Assessment of 5G Network Slicing During Massive Outages
Scalable and Efficient Pipeline for ML-based Optical Network Monitoring
A Flexible and Scalable ML-Based Diagnosis Module for Optical Networks: A Security Use Case
Proactive Spectrum Defragmentation Leveraging Spectrum Occupancy State Information
Machine learning for network security management, attacks, and intrusions detection
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks
Linear Regression vs. Deep Learning for Signal Quality Monitoring in Coherent Optical Systems
Agile Metropolitan Filterless Optical Networking
Root Cause Analysis for Autonomous Optical Network Security Management
Feedforward Neural Network-Based EVM Estimation: Impairment Tolerance in Coherent Optical Systems
DeepDefrag: A deep reinforcement learning framework for spectrum defragmentation
Introduction to the ONDM 2021 special issue
Spectrum Anomaly Detection for Optical Network Monitoring using Deep Unsupervised Learning
Deep Learning Assisted Pre-Carrier Phase Recovery EVM Estimation for Coherent Transmission Systems
Scalable Physical Layer Security Components for Microservice-Based Optical SDN Controllers
Fast signal quality monitoring for coherent communications enabled by CNN-based EVM estimation
Introduction to the ONDM2020 special issue
Rethinking of Optical Transport Network Design for 5G/6G Mobile Communication
Privacy-Preserving Wireless Federated Learning Exploiting Inherent Hardware Impairments
Autonomous Security Management in Optical Networks
Machine Learning for Optical Network Security Management
Structural Methods to Improve the Robustness of Anycast Communications to Large-Scale Failures
Machine Learning for Cognitive Optical Network Security Management
Resilient SDN-Based Routing Against Rain Disruptions for Wireless Networks
Design of Programmable Filterless Optical Networks
Introduction to the Photonic Networks and Devices (NETWORKS) Special Issue
A Framework for Spatial and Temporal Evaluation of Network Disaster Recovery
Machine Learning for Optical Network Security Monitoring: A Practical Perspective
Root Cause Analysis for Autonomous Optical Networks: A Physical Layer Security Use Case
Network-wide localization of optical-layer attacks
Functional Metrics to Evaluate Network Vulnerability to Disasters
Network Slicing Automation: Challenges and Benefits
Content placement in 5G‐enabled edge/core datacenter networks resilient to link cut attacks
Infrastructure upgrade framework for content delivery networks robust to targeted attacks
Enhancing optical network security with machine learning
Optical Transport Network Design for 5G Fixed Wireless Access
Guest Editorial Photonic Networks and Devices
Demonstration of Machine-Learning-Assisted Security Monitoring in Optical Networks
One-Shot Learning for Modulation Format Identification in Evolving Optical Networks
Microservice-Based Unsupervised Anomaly Detection Loop for Optical Networks
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 12 forskningsprojekt
Fiberoptiska nätverk som oavsiktliga mikrofonarrayer: Angreppsvektorer, sårbarheter och försvar
Modellering och monitorering av säkerhetshot mot fiberoptiska undervattenskablar
Hållbara teknologier för avancerade, motståndskraftiga och energieffektiva nätverk - Advance
Resilient Remote Environment Emulering för kommunikation mellan människa och maskin
InfraTrust: Möjliggör pålitliga tjänster över sårbar fysisk nätverksinfrastruktur
5G betrodda och säkra nätverkstjänster (5G-TACTIC)
Smarta optiska nätverk som möjliggörs genom prestandaövervakning och maskininlärning
Secured autonomic traffic management for a Tera of SDN flows (TeraFlow)
Förbättrad säkerhet och integritet för trådlöst federerat lärande
Photonics Platform to Transform Mobile Fronthaul Infrastructure
Skydda optiska kommunikationsnätverk från cyber-säkerhetsattacker