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Ferhat Ozgur Catak
Ferhat Ozgur Catak
Assoc. Professor of Cyber Security at University of Stavanger
uis.no üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
Deep learning based Sequential model for malware analysis using Windows exe API Calls
FO Catak
PEERJ Computer Science, 2020
1062020
Transfer Learning Based Convolutional Neural Network For COVID-19 Detection With X-Ray Images
K Sahinbas, FO Catak
Elsevier - Data Science for COVID-19, 451-466, 2021
832021
A Benchmark API Call Dataset for Windows PE Malware Classification
FÖ Catak, AF Yazı
arXiv:1905.01999, 2019
76*2019
Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case
F Wibawa, FO Catak, S Sarp, M Kuzlu, U Cali
European Interdisciplinary Cybersecurity Conference, 2022
662022
Data augmentation based malware detection using convolutional neural networks
FO Catak, J Ahmed, K Sahinbas, ZH Khand
Peerj computer science 7, e346, 2021
642021
Detection of Attack-Targeted Scans from The Apache HTTP Server Access Logs
MB Seyyar, FÖ Çatak, E Gül
Applied Computing and Informatics 14 (1), 28-36, 2017
622017
CloudSVM: training an SVM classifier in cloud computing systems
FO Catak, ME Balaban
Pervasive Computing and the Networked World: Joint International Conference …, 2013
592013
Distributed denial of service attack detection using autoencoder and deep neural networks
FO Catak, AF Mustacoglu
Journal of Intelligent & Fuzzy Systems, 1-11, 2019
432019
A secure and efficient Internet of Things cloud encryption scheme with forensics investigation compatibility based on identity-based encryption
D Unal, A Al-Ali, FO Catak, M Hammoudeh
Future Generation Computer Systems 125, 433-445, 2021
362021
Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples
OF Tuna, FO Catak, MT Eskil
Multimedia Tools and Applications, 2022
352022
A MapReduce based distributed SVM algorithm for binary classification
FÖ Çatak, ME Balaban
Turkish Journal of Electrical Engineering & Computer Sciences, 2013
352013
Fuzzy Analytic Hierarchy Based DBMS Selection In Turkish National Identity Card Management Project
FO Catak, S Karabas, S Yildirim
International Journal of Information Sciences and Techniques (IJIST) 2 (4), 29, 2012
322012
Security concerns on machine learning solutions for 6G networks in mmWave beam prediction
FO Catak, M Kuzlu, E Catak, U Cali, D Unal
Physical Communication 52, 101626, 2022
312022
CPP-ELM: Cryptographically Privacy-Preserving Extreme Learning Machine for Cloud Systems
FO Çatak, MA Fatih
International Journal of Computational Intelligence Systems 1 (1), 33 - 44, 2018
302018
Practical Implementation of Privacy Preserving Clustering Methods Using a Partially Homomorphic Encryption Algorithm
FO Catak, I Aydin, O Elezaj, S Yildirim Yayilgan
MDPI Electronics 9 (2), 1-20, 2020
292020
Classification with boosting of extreme learning machine over arbitrarily partitioned data
FÖ Çatak
Soft Computing 21 (9), 2269-2281, 2017
292017
Malicious url detection using machine learning
FO Catak, K Sahinbas, V Dörtkardeş
Artificial intelligence paradigms for smart cyber-physical systems, 160-180, 2021
252021
Classification of Methamorphic Malware with Deep Learning (LSTM)
AF Yazı, FÖ Çatak, E Gül
IEEE (SIU) Signal Processing and Applications Conference, 2019
252019
Adversarial Machine Learning Security Problems for 6G: mmWave Beam Prediction Use-Case
E Catak, FO Catak, A Moldsvor
IEEE BlackSeaCom, 2021
222021
Preventing Data Poisoning Attacks By Using Generative Models
M Aladag, FO Catak, E Gul
2019 1st International Informatics and Software Engineering Conference (UBMYK), 2019
222019
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Makaleler 1–20