Murat Kuzlu

Orcid: 0000-0002-8719-2353

According to our database1, Murat Kuzlu authored at least 64 papers between 2012 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
Neural Networks Meet Elliptic Curve Cryptography: A Novel Approach to Secure Communication.
CoRR, 2024

Uncertainty Quantification in Large Language Models Through Convex Hull Analysis.
CoRR, 2024

A Benchmark for ML-based Solar Power Generation Forecasting Models.
Proceedings of the 13th Mediterranean Conference on Embedded Computing, 2024

A Federated Adversarial Learning Approach for Robust Spectrum Sensing.
Proceedings of the 13th Mediterranean Conference on Embedded Computing, 2024

2023
Digital Twin in Healthcare: A Study for Chronic Wound Management.
IEEE J. Biomed. Health Informatics, November, 2023

Adversarial security mitigations of mmWave beamforming prediction models using defensive distillation and adversarial retraining.
Int. J. Inf. Sec., April, 2023

Defending AI-Based Automatic Modulation Recognition Models Against Adversarial Attacks.
IEEE Access, 2023

A Cryptographic Federated Learning-Based Channel Estimation for Next-Generation Networks.
Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023

Performance Evaluation of A Cloud-based IoT Platform for Smart Cities: OpenCyberCity.
Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

The Rise of Generative Artificial Intelligence in Healthcare.
Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

Uncertainty Aware Deep Learning Model for Secure and Trustworthy Channel Estimation in 5G Networks.
Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

Contribution of Blockchain Technology In Energy to the Climate Change Efforts.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2023

Cybersecurity and Digital Privacy Aspects of V2X in the EV Charging Structure.
Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023

Digital Energy Platforms Considering Digital Privacy and Security by Design Principles.
Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023

2022
Security concerns on machine learning solutions for 6G networks in mmWave beam prediction.
Phys. Commun., 2022

BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models.
Cryptogr., 2022

Defensive Distillation based Adversarial Attacks Mitigation Method for Channel Estimation using Deep Learning Models in Next-Generation Wireless Networks.
CoRR, 2022

A comparison of deep learning algorithms on image data for detecting floodwater on roadways.
Comput. Sci. Inf. Syst., 2022

Security Hardening of Intelligent Reflecting Surfaces Against Adversarial Machine Learning Attacks.
IEEE Access, 2022

Defensive Distillation-Based Adversarial Attack Mitigation Method for Channel Estimation Using Deep Learning Models in Next-Generation Wireless Networks.
IEEE Access, 2022

An End to End Data Collection Architecture for IoT Devices in Smart Cities.
Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

Day-ahead Load Forecasting using Explainable Artificial Intelligence.
Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

An Experiment Orchestration Platform to Support Smart City Experiential Learning.
Proceedings of the IEEE International Smart Cities Conference, 2022

Mitigating Attacks on Artificial Intelligence-based Spectrum Sensing for Cellular Network Signals.
Proceedings of the IEEE Globecom 2022 Workshops, 2022

Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case.
Proceedings of the EICC 2022: European Interdisciplinary Cybersecurity Conference, Barcelona, Spain, June 15, 2022

A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks.
Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021
Role of Artificial Intelligence in the Internet of Things (IoT) cybersecurity.
Discov. Internet Things, 2021

Cybersecurity of Renewable Energy Data and Applications Using Distributed Ledger Technology.
CoRR, 2021

Analysis of False Data Injection Impact on AI based Solar Photovoltaic Power Generation Forecasting.
CoRR, 2021

Development of A Load Control Algorithm to Enhance Energy Sustainability for the International Space Station.
CoRR, 2021

Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction.
CoRR, 2021

Internet of Predictable Things (IoPT) Framework to Increase Cyber-Physical System Resiliency.
CoRR, 2021

An Interpretable Solar Photovoltaic Power Generation Forecasting Approach Using An Explainable Artificial Intelligence Tool.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

OpenCity: An Open Architecture Testbed for Smart Cities.
Proceedings of the IEEE International Smart Cities Conference, 2021

2020
Gaining Insight Into Solar Photovoltaic Power Generation Forecasting Utilizing Explainable Artificial Intelligence Tools.
IEEE Access, 2020

Realizing the Potential of Blockchain Technology in Smart Grid Applications.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Detecting Floodwater on Roadways from Image Data Using Mask-R-CNN.
Proceedings of the International Conference on INnovations in Intelligent SysTems and Applications, 2020

2019
Design and Development of an IoT Gateway for Smart Building Applications.
IEEE Internet Things J., 2019

Performance evaluation of communication technologies and network structure for smart grid applications.
IET Commun., 2019

Mitigating the Impact of Renewable Variability With Demand-Side Resources Considering Communication and Cyber Security Limitations.
IEEE Access, 2019

Blockchain-based Solar Electricity Exchange: Conceptual Architecture and Laboratory Setup.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2019

Performance Analysis of a Hyperledger Fabric Blockchain Framework: Throughput, Latency and Scalability.
Proceedings of the IEEE International Conference on Blockchain, 2019

2018
Assessment of Communication Technologies Supporting Smart Streetlighting Applications.
Proceedings of the IEEE International Smart Cities Conference, 2018

2017
Internet-based communication platform for residential DR programmes.
IET Networks, 2017

Security concerns and countermeasures in IoT-integrated smart buildings.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

Hour-ahead solar PV power forecasting using SVR based approach.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

A data-driven approach for quantifying energy savings in a smart building.
Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

2016
Deploying IoT devices to make buildings smart: Performance evaluation and deployment experience.
Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

Conceptual framework for a multi-building peak load management system.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Transactive control for efficient operation of commercial buildings.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Simulation study of transactive control strategies for residential HVAC systems.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

2015
An Approach for Distribution Transformer Management With a Multiagent System.
IEEE Trans. Smart Grid, 2015

BEMOSS: An agent platform to facilitate grid-interactive building operation with IoT devices.
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

An agent-based open source platform for building energy management.
Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

2014
Load Profiles of Selected Major Household Appliances and Their Demand Response Opportunities.
IEEE Trans. Smart Grid, 2014

Communication network requirements for major smart grid applications in HAN, NAN and WAN.
Comput. Networks, 2014

Architecture of web services interface for a Home Energy Management system.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Assessment of communication technologies for a home energy management system.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

2013
Demonstration of a home energy management system with smart thermostat control.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

Assessment of communication technologies and network requirements for different smart grid applications.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

A smart distribution transformer management with multi-agent technologies.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

2012
An Algorithm for Intelligent Home Energy Management and Demand Response Analysis.
IEEE Trans. Smart Grid, 2012

Hardware Demonstration of a Home Energy Management System for Demand Response Applications.
IEEE Trans. Smart Grid, 2012

Demand response implementation in a home area network: A conceptual hardware architecture.
Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012


  Loading...