Murat Kuzlu

According to our database, Murat Kuzlu authored at least 70 papers between 2012 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

BERT4MIMO: A Foundation Model using BERT Architecture for Massive MIMO Channel State Information Prediction.

Ferhat Özgür Çatak, Murat Kuzlu, Umit Cali

CoRR, January, 2025

Serverless federated learning: Decentralized spectrum sensing in heterogeneous networks.

Ferhat Özgür Çatak, Murat Kuzlu, Yaser Dalveren, Gokcen Ozdemir

Phys. Commun., 2025

2024

Uncertainty quantification in large language models through convex hull analysis.

Ferhat Özgür Çatak, Murat Kuzlu

Discov. Artif. Intell., 2024

Improving Medical Diagnostics with Vision-Language Models: Convex Hull-Based Uncertainty Analysis.

Ferhat Özgür Çatak, Murat Kuzlu, Taylor Patrick

CoRR, 2024

Automatic Modulation Recognition Using Parallel Feature Extraction Architecture.

Haolin Tang, Yanxiao Zhao, Murat Kuzlu, Changqing Luo, Ferhat Özgür Çatak, Wei Wang

Proceedings of the Wireless Artificial Intelligent Computing Systems and Applications, 2024

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

Mina Cecilie Wøien, Ferhat Özgür Çatak, Murat Kuzlu, Umit Cali

Proceedings of the IEEE Virtual Conference on Communications, 2024

A Simulation Study of Radio Frequency Propagation for an Indoor Naval Vessel Environment.

Otilia Popescu, Dimitrie C. Popescu, Murat Kuzlu

Proceedings of the IEEE Virtual Conference on Communications, 2024

A Benchmark for ML-based Solar Power Generation Forecasting Models.

Gokcen Ozdemir, Umut Ozdemir, Murat Kuzlu, Ferhat Özgür Çatak

Proceedings of the 13th Mediterranean Conference on Embedded Computing, 2024

A Federated Adversarial Learning Approach for Robust Spectrum Sensing.

Ferhat Özgür Çatak, Murat Kuzlu

Proceedings of the 13th Mediterranean Conference on Embedded Computing, 2024

Prototyping a 5G-Enabled IoT Gateway Using Off-the-Shelf Components and Open Source Software.

Otilia Popescu, Andrew Grow, Dimitrie C. Popescu, Murat Kuzlu

Proceedings of the 15th International Conference on Communications, 2024

2023

Digital Twin in Healthcare: A Study for Chronic Wound Management.

Salih Sarp, Murat Kuzlu, Yanxiao Zhao, Özgür Güler

IEEE J. Biomed. Health Informatics, November, 2023

Adversarial security mitigations of mmWave beamforming prediction models using defensive distillation and adversarial retraining.

Murat Kuzlu, Ferhat Özgür Çatak, Umit Cali, Evren Çatak, Ozgur Guler

Int. J. Inf. Sec., April, 2023

Defending AI-Based Automatic Modulation Recognition Models Against Adversarial Attacks.

Haolin Tang, Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Yanxiao Zhao

IEEE Access, 2023

A Cryptographic Federated Learning-Based Channel Estimation for Next-Generation Networks.

Ferhat Özgür Çatak, Murat Kuzlu

Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023

Performance Evaluation of A Cloud-based IoT Platform for Smart Cities: OpenCyberCity.

Maliha Tabassum, Nathan Puryear, Murat Kuzlu, Vukica M. Jovanovic, Sherif Abdelwahed

Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

The Rise of Generative Artificial Intelligence in Healthcare.

Murat Kuzlu, Zhenxin Xiao, Salih Sarp, Ferhat Özgür Çatak, Necip Gurler, Ozgur Guler

Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

Uncertainty Aware Deep Learning Model for Secure and Trustworthy Channel Estimation in 5G Networks.

Ferhat Özgür Çatak, Umit Cali, Murat Kuzlu, Salih Sarp

Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

Contribution of Blockchain Technology In Energy to the Climate Change Efforts.

Umit Cali, Ugur Halden, Murat Kuzlu, Marco Pasetti, Sri Nikhil Gupta Gourisetti, Shawn Chandler, Farrokh Rahimi, Claudio Lima

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.

Umit Cali, Murat Kuzlu, Onur Elma, Osman Gazi Gucluturk, Ahmet Kilic, Ferhat Özgür Çatak

Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023

Digital Energy Platforms Considering Digital Privacy and Security by Design Principles.

Umit Cali, Marthe Fogstad Dynge, Ahmed Idries, Sambeet Mishra, Dmytro Ivanko, Naser Hashemipour, Murat Kuzlu

Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023

2022

Security concerns on machine learning solutions for 6G networks in mmWave beam prediction.

Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Umit Cali, Devrim Unal

Phys. Commun., 2022

BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models.

Febrianti Wibawa, Ferhat Özgür Çatak, Salih Sarp, Murat Kuzlu

Cryptogr., 2022

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

Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Umit Cali, Ozgur Guler

CoRR, 2022

A comparison of deep learning algorithms on image data for detecting floodwater on roadways.

Salih Sarp, Murat Kuzlu, Yanxiao Zhao, Mecit Cetin, Ozgur Guler

Comput. Sci. Inf. Syst., 2022

Security Hardening of Intelligent Reflecting Surfaces Against Adversarial Machine Learning Attacks.

Ferhat Özgür Çatak, Murat Kuzlu, Haolin Tang, Evren Çatak, Yanxiao Zhao

IEEE Access, 2022

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

Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Umit Cali, Ozgur Guler

IEEE Access, 2022

An End to End Data Collection Architecture for IoT Devices in Smart Cities.

Murat Kuzlu, Halil Kalkavan, Özgür Güler, Nasibeh Zohrabi, Patrick J. Martin, Sherif Abdelwahed

Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

Day-ahead Load Forecasting using Explainable Artificial Intelligence.

Daniel Aunan Bolstad, Umit Cali, Murat Kuzlu, Ugur Halden

Proceedings of the 2022 IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2022

An Experiment Orchestration Platform to Support Smart City Experiential Learning.

Nathan Puryear, Patrick J. Martin, Murat Kuzlu, Özgür Güler, Vukica M. Jovanovic, Sherif Abdelwahed

Proceedings of the IEEE International Smart Cities Conference, 2022

Mitigating Attacks on Artificial Intelligence-based Spectrum Sensing for Cellular Network Signals.

Ferhat Özgür Çatak, Murat Kuzlu, Salih Sarp, Evren Çatak, Umit Cali

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case.

Febrianti Wibawa, Ferhat Özgür Çatak, Murat Kuzlu, Salih Sarp, Umit Cali

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.

Murat Kuzlu, Ferhat Özgür Çatak, Salih Sarp, Umit Cali, Özgür Güler

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021

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

Murat Kuzlu, Corinne Fair, Ozgur Guler

Discov. Internet Things, 2021

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

Umit Cali, Murat Kuzlu, Manisa Pipattanasomporn, Onur Elma, Ramesh Reddi

CoRR, 2021

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

Salih Sarp, Murat Kuzlu, Umit Cali, Onur Elma, Özgür Güler

CoRR, 2021

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

E. Herwald, G. Holliday, Murat Kuzlu, Umit Cali, Onur Elma

CoRR, 2021

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

Ferhat Özgür Çatak, Evren Çatak, Murat Kuzlu, Umit Cali

CoRR, 2021

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

Umit Cali, Murat Kuzlu, Vinayak Sharma, Manisa Pipattanasomporn, Ferhat Özgür Çatak

CoRR, 2021

An Interpretable Solar Photovoltaic Power Generation Forecasting Approach Using An Explainable Artificial Intelligence Tool.

Salih Sarp, Murat Kuzlu, Umit Cali, Onur Elma, Özgür Güler

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2021

OpenCity: An Open Architecture Testbed for Smart Cities.

Nasibeh Zohrabi, Patrick J. Martin, Murat Kuzlu, Lauren Linkous, Roja Eini, Adam Morrissett, Mostafa Zaman, Ashraf Tantawy, Özgür Güler, Maher Al Islam, Nathan Puryear, Halil Kalkavan, Jonathan Lundquist, Erwin Karincic, Sherif Abdelwahed

Proceedings of the IEEE International Smart Cities Conference, 2021

2020

Gaining Insight Into Solar Photovoltaic Power Generation Forecasting Utilizing Explainable Artificial Intelligence Tools.

Murat Kuzlu, Umit Cali, Vinayak Sharma, Özgür Güler

IEEE Access, 2020

Realizing the Potential of Blockchain Technology in Smart Grid Applications.

Murat Kuzlu, Salih Sarp, Manisa Pipattanasomporn, Umit Cali

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2020

Detecting Floodwater on Roadways from Image Data Using Mask-R-CNN.

Salih Sarp, Murat Kuzlu, Mecit Cetin, Cem Sazara, Özgür Güler

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.

Aditya Nugur, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman

IEEE Internet Things J., 2019

Performance evaluation of communication technologies and network structure for smart grid applications.

Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman, Di Shi

IET Commun., 2019

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

Desong Bian, Di Shi, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman

IEEE Access, 2019

Blockchain-based Solar Electricity Exchange: Conceptual Architecture and Laboratory Setup.

Manisa Pipattanasomporn, Saifur Rahman, Murat Kuzlu

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.

Murat Kuzlu, Manisa Pipattanasomporn, Levent Gurses, Saifur Rahman

Proceedings of the IEEE International Conference on Blockchain, 2019

2018

Assessment of Communication Technologies Supporting Smart Streetlighting Applications.

Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman

Proceedings of the IEEE International Smart Cities Conference, 2018

2017

Internet-based communication platform for residential DR programmes.

Murat Kuzlu, Md. Moshiur Rahman, Manisa Pipattanasomporn, Saifur Rahman

IET Networks, 2017

Security concerns and countermeasures in IoT-integrated smart buildings.

Kruthika Rathinavel, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman

Proceedings of the IEEE Power & Energy Society Innovative Smart Grid Technologies Conference, 2017

Hour-ahead solar PV power forecasting using SVR based approach.

Abdullah Alfadda, Rajendra Adhikari, Murat Kuzlu, Saifur Rahman

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.

Rajendra Adhikari, Xiangyu Zhang, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman

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.

Xiangyu Zhang, Rajendra Adhikari, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman

Proceedings of the 3rd IEEE World Forum on Internet of Things, 2016

Conceptual framework for a multi-building peak load management system.

Xiangyu Zhang, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman Bradley

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Transactive control for efficient operation of commercial buildings.

Sneharaj Ramdaspalli, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

Simulation study of transactive control strategies for residential HVAC systems.

Rajendra Adhikari, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman Bradley

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference Europe, 2016

2015

An Approach for Distribution Transformer Management With a Multiagent System.

Warodom Khamphanchai, Manisa Pipattanasomporn, Murat Kuzlu, Jinghe Zhang, Saifur Rahman

IEEE Trans. Smart Grid, 2015

BEMOSS: An agent platform to facilitate grid-interactive building operation with IoT devices.

Manisa Pipattanasomporn, Murat Kuzlu, Warodom Khamphanchai, A. Saha, Kruthika Rathinavel, S. Rahman

Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

An agent-based open source platform for building energy management.

Warodom Khamphanchai, Manisa Pipattanasomporn, Murat Kuzlu, S. Rahman

Proceedings of the 2015 IEEE Innovative Smart Grid Technologies, 2015

2014

Load Profiles of Selected Major Household Appliances and Their Demand Response Opportunities.

Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman, Yonael Teklu

IEEE Trans. Smart Grid, 2014

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

Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman

Comput. Networks, 2014

Architecture of web services interface for a Home Energy Management system.

M. M. Rahman, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

Assessment of communication technologies for a home energy management system.

Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2014

2013

Demonstration of a home energy management system with smart thermostat control.

Avijit Saha, Murat Kuzlu, Manisa Pipattanasomporn

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

Assessment of communication technologies and network requirements for different smart grid applications.

Murat Kuzlu, Manisa Pipattanasomporn

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

A smart distribution transformer management with multi-agent technologies.

Warodom Khamphanchai, Murat Kuzlu, Manisa Pipattanasomporn

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2013

2012

An Algorithm for Intelligent Home Energy Management and Demand Response Analysis.

Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman

IEEE Trans. Smart Grid, 2012

Hardware Demonstration of a Home Energy Management System for Demand Response Applications.

Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman

IEEE Trans. Smart Grid, 2012

Demand response implementation in a home area network: A conceptual hardware architecture.

Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman

Proceedings of the IEEE PES Innovative Smart Grid Technologies Conference, 2012