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2020 – today
- 2024
[c37]Ferhat Özgür Çatak, Murat Kuzlu:
A Federated Adversarial Learning Approach for Robust Spectrum Sensing. MECO 2024: 1-4- [c36]Gokcen Ozdemir, Umut Ozdemir, Murat Kuzlu, Ferhat Özgür Çatak:
A Benchmark for ML-based Solar Power Generation Forecasting Models. MECO 2024: 1-4 - [i14]Ferhat Özgür Çatak, Murat Kuzlu:
Uncertainty Quantification in Large Language Models Through Convex Hull Analysis. CoRR abs/2406.19712 (2024) - [i13]Mina Cecilie Wøien, Ferhat Özgür Çatak, Murat Kuzlu, Umit Cali:
Neural Networks Meet Elliptic Curve Cryptography: A Novel Approach to Secure Communication. CoRR abs/2407.08831 (2024) - 2023
- [j19]Haolin Tang
, Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Yanxiao Zhao:
Defending AI-Based Automatic Modulation Recognition Models Against Adversarial Attacks. IEEE Access 11: 76629-76637 (2023) - [j18]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): 319-332 (2023) - [j17]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): 5634-5643 (2023) - [c35]Umit Cali, Marthe Fogstad Dynge, Ahmed Idries, Sambeet Mishra, Dmytro Ivanko, Naser Hashemipour, Murat Kuzlu:
Digital Energy Platforms Considering Digital Privacy and Security by Design Principles. EICC 2023: 167-173 - [c34]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: 174-180 - [c33]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: 1-5 - [c32]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: 1-4 - [c31]Murat Kuzlu, Zhenxin Xiao, Salih Sarp, Ferhat Özgür Çatak, Necip Gurler, Ozgur Guler:
The Rise of Generative Artificial Intelligence in Healthcare. MECO 2023: 1-4 - [c30]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: 1-4 - [c29]Ferhat Özgür Çatak, Murat Kuzlu:
A Cryptographic Federated Learning-Based Channel Estimation for Next-Generation Networks. VCC 2023: 92-97 - [i12]Ferhat Özgür Çatak, Umit Cali, Murat Kuzlu, Salih Sarp:
Uncertainty Aware Deep Learning Model for Secure and Trustworthy Channel Estimation in 5G Networks. CoRR abs/2305.02741 (2023) - 2022
- [j16]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: 98191-98203 (2022) - [j15]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: 100267-100275 (2022) - [j14]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): 397-414 (2022) - [j13]Febrianti Wibawa, Ferhat Özgür Çatak, Salih Sarp, Murat Kuzlu:
BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models. Cryptogr. 6(3): 34 (2022) - [j12]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: 101626 (2022) - [c28]Murat Kuzlu, Ferhat Özgür Çatak, Salih Sarp, Umit Cali, Özgür Güler:
A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks. FNWF 2022: 94-97 - [c27]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: 85-90 - [c26]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: 1371-1376 - [c25]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: 1-7 - [c24]Daniel Aunan Bolstad, Umit Cali, Murat Kuzlu, Ugur Halden:
Day-ahead Load Forecasting using Explainable Artificial Intelligence. ISGT 2022: 1-5 - [c23]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: 1-5 - [i11]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 abs/2202.08185 (2022) - [i10]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 abs/2204.07752 (2022) - [i9]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 abs/2208.10279 (2022) - [i8]Ferhat Özgür Çatak, Murat Kuzlu, Salih Sarp, Evren Çatak, Umit Cali:
Mitigating Attacks on Artificial Intelligence-based Spectrum Sensing for Cellular Network Signals. CoRR abs/2209.13007 (2022) - [i7]Murat Kuzlu, Ferhat Özgür Çatak, Salih Sarp, Umit Cali, Özgür Güler:
A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks. CoRR abs/2211.12851 (2022) - 2021
- [j11]Murat Kuzlu, Corinne Fair, Ozgur Guler:
Role of Artificial Intelligence in the Internet of Things (IoT) cybersecurity. Discov. Internet Things 1(1) (2021) - [c22]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: 1-7 - [c21]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: 1-5 - [i6]Umit Cali, Murat Kuzlu, Vinayak Sharma, Manisa Pipattanasomporn, Ferhat Özgür Çatak:
Internet of Predictable Things (IoPT) Framework to Increase Cyber-Physical System Resiliency. CoRR abs/2101.07816 (2021) - [i5]Ferhat Özgür Çatak, Evren Çatak, Murat Kuzlu, Umit Cali:
Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction. CoRR abs/2105.03905 (2021) - [i4]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 abs/2110.05678 (2021) - [i3]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 abs/2110.09948 (2021) - [i2]Umit Cali, Murat Kuzlu, Manisa Pipattanasomporn, Onur Elma, Ramesh Reddi:
Cybersecurity of Renewable Energy Data and Applications Using Distributed Ledger Technology. CoRR abs/2110.11354 (2021) - 2020
- [j10]Murat Kuzlu, Umit Cali, Vinayak Sharma, Özgür Güler:
Gaining Insight Into Solar Photovoltaic Power Generation Forecasting Utilizing Explainable Artificial Intelligence Tools. IEEE Access 8: 187814-187823 (2020) - [c20]Salih Sarp, Murat Kuzlu, Mecit Cetin, Cem Sazara, Özgür Güler:
Detecting Floodwater on Roadways from Image Data Using Mask-R-CNN. INISTA 2020: 1-6 - [c19]Murat Kuzlu, Salih Sarp, Manisa Pipattanasomporn, Umit Cali:
Realizing the Potential of Blockchain Technology in Smart Grid Applications. ISGT 2020: 1-5
2010 – 2019
- 2019
- [j9]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: 1379-1389 (2019) - [j8]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): 1025-1033 (2019) - [j7]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): 9020-9029 (2019) - [c18]Murat Kuzlu, Manisa Pipattanasomporn, Levent Gurses, Saifur Rahman:
Performance Analysis of a Hyperledger Fabric Blockchain Framework: Throughput, Latency and Scalability. Blockchain 2019: 536-540 - [c17]Manisa Pipattanasomporn, Saifur Rahman, Murat Kuzlu:
Blockchain-based Solar Electricity Exchange: Conceptual Architecture and Laboratory Setup. ISGT 2019: 1-5 - [i1]Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman, Di Shi:
Performance Evaluation of Communication Technologies and Network Structure for Smart Grid Applications. CoRR abs/1901.11509 (2019) - 2018
- [c16]Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman:
Assessment of Communication Technologies Supporting Smart Streetlighting Applications. ISC2 2018: 1-7 - 2017
- [j6]Murat Kuzlu, Md. Moshiur Rahman, Manisa Pipattanasomporn, Saifur Rahman:
Internet-based communication platform for residential DR programmes. IET Networks 6(2): 25-31 (2017) - [c15]Rajendra Adhikari, Xiangyu Zhang, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman:
A data-driven approach for quantifying energy savings in a smart building. ISGT 2017: 1-5 - [c14]Abdullah Alfadda, Rajendra Adhikari, Murat Kuzlu, Saifur Rahman:
Hour-ahead solar PV power forecasting using SVR based approach. ISGT 2017: 1-5 - [c13]Kruthika Rathinavel, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman:
Security concerns and countermeasures in IoT-integrated smart buildings. ISGT 2017: 1-5 - 2016
- [c12]Rajendra Adhikari, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman Bradley:
Simulation study of transactive control strategies for residential HVAC systems. ISGT Europe 2016: 1-5 - [c11]Sneharaj Ramdaspalli, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman:
Transactive control for efficient operation of commercial buildings. ISGT Europe 2016: 1-5 - [c10]Xiangyu Zhang, Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman Bradley:
Conceptual framework for a multi-building peak load management system. ISGT Europe 2016: 1-5 - [c9]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: 530-535 - 2015
- [j5]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): 1208-1218 (2015) - [c8]Warodom Khamphanchai, Manisa Pipattanasomporn, Murat Kuzlu, S. Rahman:
An agent-based open source platform for building energy management. ISGT Asia 2015: 1-6 - [c7]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: 1-6 - 2014
- [j4]Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman:
Communication network requirements for major smart grid applications in HAN, NAN and WAN. Comput. Networks 67: 74-88 (2014) - [j3]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): 742-750 (2014) - [c6]Desong Bian, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman:
Assessment of communication technologies for a home energy management system. ISGT 2014: 1-5 - [c5]M. M. Rahman, Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman:
Architecture of web services interface for a Home Energy Management system. ISGT 2014: 1-5 - 2013
- [c4]Warodom Khamphanchai, Murat Kuzlu, Manisa Pipattanasomporn:
A smart distribution transformer management with multi-agent technologies. ISGT 2013: 1-6 - [c3]Murat Kuzlu, Manisa Pipattanasomporn:
Assessment of communication technologies and network requirements for different smart grid applications. ISGT 2013: 1-6 - [c2]Avijit Saha, Murat Kuzlu, Manisa Pipattanasomporn:
Demonstration of a home energy management system with smart thermostat control. ISGT 2013: 1-8 - 2012
- [j2]Murat Kuzlu, Manisa Pipattanasomporn, Saifur Rahman:
Hardware Demonstration of a Home Energy Management System for Demand Response Applications. IEEE Trans. Smart Grid 3(4): 1704-1711 (2012) - [j1]Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman:
An Algorithm for Intelligent Home Energy Management and Demand Response Analysis. IEEE Trans. Smart Grid 3(4): 2166-2173 (2012) - [c1]Manisa Pipattanasomporn, Murat Kuzlu, Saifur Rahman:
Demand response implementation in a home area network: A conceptual hardware architecture. ISGT 2012: 1-8
Coauthor Index
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