Ferhat Catak
External collaborator
Publications
Simula-affiliated publications listed
2022
Journal Articles
F. O. Catak, T. Yue and S. Ali
Uncertainty-Aware Prediction Validator in Deep Learning Models for Cyber-Physical System Data
ACM Transactions on Software Engineering and Methodology (TOSEM)
Book Chapters
F. O. Catak and K. Sahinbas
Human-in-the-Loop Enhanced COVID-19 Detection in Transfer Learning-Based CNN Models
Computational Intelligence for COVID-19 and Future Pandemics
2021
Journal Articles
D. Unal, A. Al-Ali, F. O. Catak and M. Hammoudeh
A secure and efficient Internet of Things cloud encryption scheme with forensics investigation compatibility based on identity-based encryption
Future Generation Computer Systems
Proceedings, refereed
E. Catak, F. O. Catak and A. Moldsvor
Adversarial Machine Learning Security Problems for 6G: mmWave Beam Prediction Use-Case
IEEE International Black Sea Conference on Communications and Networking
F. O. Catak, T. Yue and S. Ali
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving
2021 IEEE International Conference on Artificial Intelligence Testing (AITest)
Book Chapters
F. O. Catak, K. Sahinbas and V. Dörtkardeş
Artificial Intelligence Paradigms for Smart Cyber-Physical SystemsMalicious - URL Detection Using Machine Learning
Artificial Intelligence Paradigms for Smart Cyber-Physical Systems
K. Sahinbas and F. O. Catak
Transfer learning-based convolutional neural network for COVID-19 detection with X-ray images
Data Science for COVID-19
Talks, contributed
F. O. Catak
Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving
The Third IEEE International Conference On Artificial Intelligence Testing