Ferhat Ozgur Catak
Ferhat Ozgur Catak
simula.no üzerinde doğrulanmış e-posta adresine sahip - Ana Sayfa
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
CloudSVM: training an SVM classifier in cloud computing systems
FO Catak, ME Balaban
Joint International Conference on Pervasive Computing and the Networked …, 2012
532012
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
392017
A MapReduce based distributed SVM algorithm for binary classification
FÖ Çatak, ME Balaban
Turkish Journal of Electrical Engineering & Computer Sciences, 2013
272013
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
272012
Classification with boosting of extreme learning machine over arbitrarily partitioned data
FÖ Çatak
Soft Computing 21 (9), 2269-2281, 2017
212017
Deep learning based Sequential model for malware analysis using Windows exe API Calls
FO Catak
PEERJ Computer Science, 2020
182020
A Benchmark API Call Dataset for Windows PE Malware Classification
FÖ Catak, AF Yazı
arXiv:1905.01999, 2019
18*2019
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
152021
Data augmentation based malware detection using convolutional neural networks
FO Catak, J Ahmed, K Sahinbas, ZH Khand
PeerJ Computer Science 7, e346, 2021
132021
Distributed denial of service attack detection using autoencoder and deep neural networks
FO Catak, AF Mustacoglu
Journal of Intelligent & Fuzzy Systems, 1-11, 2019
132019
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
132018
Secure Multi-Party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data
FÖ Çatak
The 2015 International Data Mining and Cybersecurity Workshop, 2015
132015
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
102020
Genetic Algorithm based Feature Selection in High Dimensional Text Dataset Classification
FÖ Çatak
WSEAS TRANSACTIONS ON INFORMATION SCIENCE AND APPLICATIONS 12 (28), 290-296, 2015
102015
Preventing Data Poisoning Attacks By Using Generative Models
M Aladag, FO Catak, E Gul
2019 1st International Informatics and Software Engineering Conference (UBMYK), 2019
72019
Classification of Methamorphic Malware with Deep Learning (LSTM)
AF Yazı, FÖ Çatak, E Gül
IEEE (SIU) Signal Processing and Applications Conference, 2019
72019
Two-layer malicious network flow detection system with sparse linear model based feature selection
FO Catak
Journal of the National Science Foundation of Sri Lanka 46 (4), 601-612, 2018
52018
Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples
OF Tuna, FO Catak, MT Eskil
arXiv:2102.04150, 2021
42021
Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM
FÖ Çatak
22nd International Conference on Neural Information Processing (ICONIP2015), 2015
42015
A Generative Model based Adversarial Security of Deep Learning and Linear Classifier Models
S Sivaslioglu, FO Catak, K Sahinbas
Informatica 45 (1), 33-64, 2021
2*2021
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Makaleler 1–20