Umit Cali

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 48

Top Topics

International Space Station

Power Generation

Anomaly Detection

Top Venues

Publications

Hasan Gundogdu, Alpaslan Demirci, Said Mirza Tercan, Umit Cali
A Novel Improved Grey Wolf Algorithm Based Global Maximum Power Point Tracker Method Considering Partial Shading. IEEE Access 12 (2024)
Francisco Bilendo, Ningyun Lu, Hamed Badihi, Angela Meyer, Umit Cali, Philippe Cambron
Multitarget Normal Behavior Model Based on Heterogeneous Stacked Regressions and Change-Point Detection for Wind Turbine Condition Monitoring. IEEE Trans. Ind. Informatics 20 (4) (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)
Umit Cali, Sri Nikhil Gupta Gourisetti, David Jonathan Sebastian Cardenas, Ferhat Özgür Çatak, Annabelle Lee, Linda M. Zeger, Taha Selim Ustun, Marthe Fogstad Dynge, Sreedhar Rao, Javier E. Ramirez
Emerging Technologies for Privacy Preservation in Energy Systems. EICC (2024)
Umit Cali, Ferhat Özgür Çatak, Ugur Halden
Trustworthy cyber-physical power systems using AI: dueling algorithms for PMU anomaly detection and cybersecurity. Artif. Intell. Rev. 57 (7) (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)
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)
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)
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)
Annabelle Lee, Sri Nikhil Gupta Gourisetti, David Jonathan Sebastian Cardenas, Kent Lambert, Vicente Navarro, Marco Pasetti, Umit Cali, Kateryna Isirova, Ramesh Reddi, Puica Nitu, Md Touhiduzzaman, Michael Mylrea, Philip D. Huff, Farrokh Rahimi, Shammya Shananda Saha
Assessment of the Distributed Ledger Technology for Energy Sector Industrial and Operational Applications Using the MITRE ATT&CK® ICS Matrix. IEEE Access 11 (2023)
Umit Cali, Marthe Fogstad Dynge, Faria Kamal, Rajnish Deo, Badrul Chowdhury, Robert Cox
Digital Privacy and Cyberphysical Security Perspectives of Grid-Edge Power Systems and Markets. ISGT EUROPE (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)
Alpaslan Demirci, Said Mirza Tercan, Umit Cali, Ismail Nakir
A Comprehensive Data Analysis of Electric Vehicle User Behaviors Toward Unlocking Vehicle-to-Grid Potential. IEEE Access 11 (2023)
Yuval Abraham Regev, Henrik Vassdal, Ugur Halden, Ferhat Özgür Çatak, Umit Cali
Hybrid AI-based Anomaly Detection Model using Phasor Measurement Unit Data. CoRR (2022)
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)
Nuh Erdogan, Sadik Kucuksari, Umit Cali
Co-Simulation of Optimal EVSE and Techno-Economic System Design Models for Electrified Fleets. IEEE Access 10 (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)
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)
Umit Cali, Muhammet Deveci, Shammya Shananda Saha, Ugur Halden, Florentin Smarandache
Prioritizing Energy Blockchain Use Cases Using Type-2 Neutrosophic Number-Based EDAS. IEEE Access 10 (2022)
Marthe Fogstad Dynge, Ugur Halden, Gro Klæboe, Umit Cali
LCOE-based Pricing for DLT-enabled Local Energy Trading Platforms. CoRR (2022)
Umit Cali, D. Jonathan Sebastian-Cardenas, Shammya Saha, Shawn Chandler, Sri Nikhil Gupta Gourisetti, Tamara Hughes, Komal Khan, Claudio Lima, Farrokh Rahimi, Leonard C. Tillman
Standardization of Smart Contracts for Energy Markets and Operation. ISGT (2022)
Ugur Halden, Umit Cali, Ferhat Özgür Çatak, Salvatore D'Arco, Francisco Bilendo
Anomaly Detection in Power Markets and Systems. CoRR (2022)
Daniel Aunan Bolstad, Umit Cali, Murat Kuzlu, Ugur Halden
Day-ahead Load Forecasting using Explainable Artificial Intelligence. ISGT (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, Ferhat Özgür Catak, Salih Sarp, Umit Cali, Özgür Güler
A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks. FNWF (2022)
Berhane Darsene Dimd, Steve Völler, Umit Cali, Ole-Morten Midtgård
A Review of Machine Learning-Based Photovoltaic Output Power Forecasting: Nordic Context. IEEE Access 10 (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)
Umit Cali, Ozan Çakir
Novel Donation Sharing Mechanisms Under Smart Energy Cyber-Physical-Social System and DLT to Contend the Energy Poverty Problem. IEEE Access 9 (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)
Tarikua Mekashaw Zenebe, Ole-Morten Midtgård, Steve Völler, Umit Cali
Machine Learning for PV System Operational Fault Analysis: Literature Review. INTAP (2021)
Muhammet Deveci, Nuh Erdogan, Umit Cali, Joseph Stekli, Shuya Zhong
Type-2 neutrosophic number based multi-attributive border approximation area comparison (MABAC) approach for offshore wind farm site selection in USA. Eng. Appl. Artif. Intell. 103 (2021)
Vinayak Sharma, Andres Cortes, Umit Cali
Use of Forecasting in Energy Storage Applications: A Review. IEEE Access 9 (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)
Joseph Stekli, Linqnan Bai, Umit Cali
Pricing for Reactive Power and Ancillary Services in Distribution Electricity Markets. ISGT (2021)
Vinayak Sharma, Jorge Ángel González Ordiano, Ralf Mikut, Umit Cali
Probabilistic Solar Power Forecasting: Long Short-Term Memory Network vs Simpler Approaches. 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)
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)
Umit Cali, Ozan Çakir
Energy Policy Instruments for Distributed Ledger Technology Empowered Peer-to-Peer Local Energy Markets. IEEE Access 7 (2019)
Vinayak Sharma, Umit Cali, Veit Hagenmeyer, Ralf Mikut, Jorge Ángel González Ordiano
Numerical Weather Prediction Data Free Solar Power Forecasting with Neural Networks. e-Energy (2018)