Murat Kuzlu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 57

Top Topics

Communication Technologies

Security Concerns

Top Venues

Publications

Gokcen Ozdemir, Umut Ozdemir, Murat Kuzlu, Ferhat Özgür Çatak
A Benchmark for ML-based Solar Power Generation Forecasting Models. MECO (2024)
Mina Cecilie Wøien, Ferhat Özgür Çatak, Murat Kuzlu, Umit Cali
Neural Networks Meet Elliptic Curve Cryptography: A Novel Approach to Secure Communication. CoRR (2024)
Ferhat Özgür Çatak, Murat Kuzlu
A Federated Adversarial Learning Approach for Robust Spectrum Sensing. MECO (2024)
Ferhat Özgür Çatak, Murat Kuzlu
Uncertainty Quantification in Large Language Models Through Convex Hull Analysis. CoRR (2024)
Ferhat Özgür Çatak, Umit Cali, Murat Kuzlu, Salih Sarp
Uncertainty Aware Deep Learning Model for Secure and Trustworthy Channel Estimation in 5G Networks. MECO (2023)
Salih Sarp, Murat Kuzlu, Yanxiao Zhao, Özgür Güler
Digital Twin in Healthcare: A Study for Chronic Wound Management. IEEE J. Biomed. Health Informatics 27 (11) (2023)
Murat Kuzlu, Ferhat Özgür Çatak, Umit Cali, Evren Çatak, Ozgur Guler
Adversarial security mitigations of mmWave beamforming prediction models using defensive distillation and adversarial retraining. Int. J. Inf. Sec. 22 (2) (2023)
Murat Kuzlu, Zhenxin Xiao, Salih Sarp, Ferhat Özgür Çatak, Necip Gurler, Ozgur Guler
The Rise of Generative Artificial Intelligence in Healthcare. MECO (2023)
Haolin Tang, Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Yanxiao Zhao
Defending AI-Based Automatic Modulation Recognition Models Against Adversarial Attacks. IEEE Access 11 (2023)
Ferhat Özgür Çatak, Umit Cali, Murat Kuzlu, Salih Sarp
Uncertainty Aware Deep Learning Model for Secure and Trustworthy Channel Estimation in 5G Networks. CoRR (2023)
Maliha Tabassum, Nathan Puryear, Murat Kuzlu, Vukica M. Jovanovic, Sherif Abdelwahed
Performance Evaluation of A Cloud-based IoT Platform for Smart Cities: OpenCyberCity. MECO (2023)
Umit Cali, Marthe Fogstad Dynge, Ahmed Idries, Sambeet Mishra, Ivanko Dmytro, Naser Hashemipour, Murat Kuzlu
Digital Energy Platforms Considering Digital Privacy and Security by Design Principles. EICC (2023)
Umit Cali, Ugur Halden, Murat Kuzlu, Marco Pasetti, Sri Nikhil Gupta Gourisetti, Shawn Chandler, Farrokh Rahimi, Claudio Lima
Contribution of Blockchain Technology In Energy to the Climate Change Efforts. ISGT (2023)
Umit Cali, Murat Kuzlu, Onur Elma, Osman Gazi Gucluturk, Ahmet Kilic, Ferhat Özgür Çatak
Cybersecurity and Digital Privacy Aspects of V2X in the EV Charging Structure. EICC (2023)
Ferhat Özgür Çatak, Murat Kuzlu
A Cryptographic Federated Learning-Based Channel Estimation for Next-Generation Networks. VCC (2023)
Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Umit Cali, Devrim Unal
Security concerns on machine learning solutions for 6G networks in mmWave beam prediction. Phys. Commun. 52 (2022)
Febrianti Wibawa, Ferhat Özgür Çatak, Salih Sarp, Murat Kuzlu
BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models. Cryptogr. 6 (3) (2022)
Febrianti Wibawa, Ferhat Özgür Çatak, Salih Sarp, Murat Kuzlu, Umit Cali
Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case. CoRR (2022)
Ferhat Özgür Çatak, Murat Kuzlu, Salih Sarp, Evren Çatak, Umit Cali
Mitigating Attacks on Artificial Intelligence-based Spectrum Sensing for Cellular Network Signals. CoRR (2022)
Murat Kuzlu, Ferhat Özgür Çatak, Salih Sarp, Umit Cali, Ozgur Gueler
A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks. CoRR (2022)
Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Umit Cali, Ozgur Guler
Defensive Distillation-Based Adversarial Attack Mitigation Method for Channel Estimation Using Deep Learning Models in Next-Generation Wireless Networks. IEEE Access 10 (2022)
Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Umit Cali, Ozgur Guler
Defensive Distillation based Adversarial Attacks Mitigation Method for Channel Estimation using Deep Learning Models in Next-Generation Wireless Networks. CoRR (2022)
Nathan Puryear, Patrick J. Martin, Murat Kuzlu, Özgür Güler, Vukica M. Jovanovic, Sherif Abdelwahed
An Experiment Orchestration Platform to Support Smart City Experiential Learning. ISC2 (2022)
Murat Kuzlu, Ferhat Özgür Çatak, Umit Cali, Evren Çatak, Özgür Güler
The Adversarial Security Mitigations of mmWave Beamforming Prediction Models using Defensive Distillation and Adversarial Retraining. CoRR (2022)
Ferhat Özgür Çatak, Murat Kuzlu, Salih Sarp, Evren Çatak, Umit Cali
Mitigating Attacks on Artificial Intelligence-based Spectrum Sensing for Cellular Network Signals. GLOBECOM (Workshops) (2022)
Salih Sarp, Murat Kuzlu, Yanxiao Zhao, Mecit Cetin, Ozgur Guler
A comparison of deep learning algorithms on image data for detecting floodwater on roadways. Comput. Sci. Inf. Syst. 19 (1) (2022)
Daniel Aunan Bolstad, Umit Cali, Murat Kuzlu, Ugur Halden
Day-ahead Load Forecasting using Explainable Artificial Intelligence. ISGT (2022)
Ferhat Özgür Çatak, Murat Kuzlu, Haolin Tang, Evren Çatak, Yanxiao Zhao
Security Hardening of Intelligent Reflecting Surfaces Against Adversarial Machine Learning Attacks. IEEE Access 10 (2022)
Febrianti Wibawa, Ferhat Özgür Çatak, Murat Kuzlu, Salih Sarp, Umit Cali
Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case. EICC (2022)
Murat Kuzlu, Halil Kalkavan, Özgür Güler, Nasibeh Zohrabi, Patrick J. Martin, Sherif Abdelwahed
An End to End Data Collection Architecture for IoT Devices in Smart Cities. ISGT (2022)
Murat Kuzlu, Ferhat Özgür Catak, Salih Sarp, Umit Cali, Özgür Güler
A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks. FNWF (2022)
Salih Sarp, Murat Kuzlu, Umit Cali, Onur Elma, Özgür Güler
An Interpretable Solar Photovoltaic Power Generation Forecasting Approach Using An Explainable Artificial Intelligence Tool. ISGT (2021)
Umit Cali, Murat Kuzlu, Vinayak Sharma, Manisa Pipattanasomporn, Ferhat Özgür Çatak
Internet of Predictable Things (IoPT) Framework to Increase Cyber-Physical System Resiliency. CoRR (2021)
E. Herwald, G. Holliday, Murat Kuzlu, Umit Cali, Onur Elma
Development of A Load Control Algorithm to Enhance Energy Sustainability for the International Space Station. CoRR (2021)
Ferhat Özgür Çatak, Evren Çatak, Murat Kuzlu, Umit Cali
Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction. CoRR (2021)
Salih Sarp, Murat Kuzlu, Umit Cali, Onur Elma, Özgür Güler
Analysis of False Data Injection Impact on AI based Solar Photovoltaic Power Generation Forecasting. CoRR (2021)
Umit Cali, Murat Kuzlu, Manisa Pipattanasomporn, Onur Elma, Ramesh Reddi
Cybersecurity of Renewable Energy Data and Applications Using Distributed Ledger Technology. CoRR (2021)
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
OpenCity: An Open Architecture Testbed for Smart Cities. ISC2 (2021)
Murat Kuzlu, Corinne Fair, Ozgur Guler
Role of Artificial Intelligence in the Internet of Things (IoT) cybersecurity. Discov. Internet Things 1 (1) (2021)
Murat Kuzlu, Umit Cali, Vinayak Sharma, Özgür Güler
Gaining Insight Into Solar Photovoltaic Power Generation Forecasting Utilizing Explainable Artificial Intelligence Tools. IEEE Access 8 (2020)
Murat Kuzlu, Salih Sarp, Manisa Pipattanasomporn, Umit Cali
Realizing the Potential of Blockchain Technology in Smart Grid Applications. ISGT (2020)
Salih Sarp, Murat Kuzlu, Mecit Cetin, Cem Sazara, Özgür Güler
Detecting Floodwater on Roadways from Image Data Using Mask-R-CNN. INISTA (2020)
Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman, Di Shi
Performance evaluation of communication technologies and network structure for smart grid applications. IET Commun. 13 (8) (2019)
Manisa Pipattanasomporn, Saifur Rahman, Murat Kuzlu
Blockchain-based Solar Electricity Exchange: Conceptual Architecture and Laboratory Setup. ISGT (2019)
Murat Kuzlu, Manisa Pipattanasomporn, Levent Gurses, Saifur Rahman
Performance Analysis of a Hyperledger Fabric Blockchain Framework: Throughput, Latency and Scalability. Blockchain (2019)
Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman, Di Shi
Performance Evaluation of Communication Technologies and Network Structure for Smart Grid Applications. CoRR (2019)
Desong Bian, Di Shi, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
Mitigating the Impact of Renewable Variability With Demand-Side Resources Considering Communication and Cyber Security Limitations. IEEE Access 7 (2019)
Aditya Nugur, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
Design and Development of an IoT Gateway for Smart Building Applications. IEEE Internet Things J. 6 (5) (2019)
Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman
Assessment of Communication Technologies Supporting Smart Streetlighting Applications. ISC2 (2018)
Abdullah Alfadda, Rajendra Adhikari, Murat Kuzlu, Saifur Rahman
Hour-ahead solar PV power forecasting using SVR based approach. ISGT (2017)
Murat Kuzlu, Md. Moshiur Rahman, Manisa Pipattanasomporn, Saifur Rahman
Internet-based communication platform for residential DR programmes. IET Networks 6 (2) (2017)
Rajendra Adhikari, Xiangyu Zhang, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
A data-driven approach for quantifying energy savings in a smart building. ISGT (2017)
Kruthika Rathinavel, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
Security concerns and countermeasures in IoT-integrated smart buildings. ISGT (2017)
Rajendra Adhikari, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman Bradley
Simulation study of transactive control strategies for residential HVAC systems. ISGT Europe (2016)
Xiangyu Zhang, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman Bradley
Conceptual framework for a multi-building peak load management system. ISGT Europe (2016)
Sneharaj Ramdaspalli, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
Transactive control for efficient operation of commercial buildings. ISGT Europe (2016)
Xiangyu Zhang, Rajendra Adhikari, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
Deploying IoT devices to make buildings smart: Performance evaluation and deployment experience. WF-IoT (2016)
Warodom Khamphanchai, Manisa Pipattanasomporn, Murat Kuzlu, S. Rahman
An agent-based open source platform for building energy management. ISGT Asia (2015)
Warodom Khamphanchai, Manisa Pipattanasomporn, Murat Kuzlu, Jinghe Zhang, Saifur Rahman
An Approach for Distribution Transformer Management With a Multiagent System. IEEE Trans. Smart Grid 6 (3) (2015)
Manisa Pipattanasomporn, Murat Kuzlu, Warodom Khamphanchai, A. Saha, Kruthika Rathinavel, S. Rahman
BEMOSS: An agent platform to facilitate grid-interactive building operation with IoT devices. ISGT Asia (2015)
Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman, Yonael Teklu
Load Profiles of Selected Major Household Appliances and Their Demand Response Opportunities. IEEE Trans. Smart Grid 5 (2) (2014)
Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman
Communication network requirements for major smart grid applications in HAN, NAN and WAN. Comput. Networks 67 (2014)
M. M. Rahman, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman
Architecture of web services interface for a Home Energy Management system. ISGT (2014)
Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman
Assessment of communication technologies for a home energy management system. ISGT (2014)
Murat Kuzlu, Manisa Pipattanasomporn
Assessment of communication technologies and network requirements for different smart grid applications. ISGT (2013)
Warodom Khamphanchai, Murat Kuzlu, Manisa Pipattanasomporn
A smart distribution transformer management with multi-agent technologies. ISGT (2013)
Avijit Saha, Murat Kuzlu, Manisa Pipattanasomporn
Demonstration of a home energy management system with smart thermostat control. ISGT (2013)
Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman
Hardware Demonstration of a Home Energy Management System for Demand Response Applications. IEEE Trans. Smart Grid 3 (4) (2012)
Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
An Algorithm for Intelligent Home Energy Management and Demand Response Analysis. IEEE Trans. Smart Grid 3 (4) (2012)
Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman
Demand response implementation in a home area network: A conceptual hardware architecture. ISGT (2012)