Ferhat Özgür Çatak

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Classification with Extreme Learning Machine and ensemble algorithms over randomly partitioned data

Ferhat Özgür Çatak, 2015, 2015 23nd Signal Processing and Communications Applications Conference (SIU).

Privacy Preserving PageRank Algorithm By Using Secure Multi-Party Computation pdf

Ferhat Özgür Çatak, 2016, ArXiv.

Privacy preserving extreme learning machine classification model for distributed systems

Ferhat Özgür Çatak, Ahmet Fatih Mustacoglu, Ahmet Ercan Topcu, 2016, 2016 24th Signal Processing and Communication Application Conference (SIU).

Sensor Based Cyber Attack Detections in Critical Infrastructures Using Deep Learning Algorithms

Ferhat Özgür Çatak, Ensar Gul, Murat Yılmaz, 2019, Comput. Sci..

A Privacy-Preserving Fully Homomorphic Encryption and Parallel Computation Based Biometric Data Matching

Sule Yildirim Yayilgan, Ferhat Özgür Çatak, Mohamed Abomhara, 2020 .

Classification of Methamorphic Malware with Deep Learning(LSTM)

Ferhat Özgür Çatak, Ahmet Faruk Yazi, Ensar Gül, 2019, 2019 27th Signal Processing and Communications Applications Conference (SIU).

CPP-ELM: Cryptographically Privacy-Preserving Extreme Learning Machine for Cloud Systems

Ferhat Özgür Çatak, Ahmet Fatih Mustacoglu, Ferhat Ozgur Catak, 2018, Int. J. Comput. Intell. Syst..

A Generative Model based Adversarial Security of Deep Learning and Linear Classifier Models pdf

Ferhat Özgür Çatak, Kevser Sahinbas, Samed Sivaslioglu, 2020, Informatica.

A Benchmark API Call Dataset for Windows PE Malware Classification pdf

Ferhat Özgür Çatak, Ahmet Faruk Yazi, Ferhat Ozgur Catak, 2019, ArXiv.

Two-layer malicious network flow detection system with sparse linear model based feature selection

Ferhat Özgür Çatak, 2018 .

Incrementing Adversarial Robustness with Autoencoding for Machine Learning Model Attacks

Ferhat Özgür Çatak, Ensar Gül, Samed Sivaslioglu, 2019, 2019 27th Signal Processing and Communications Applications Conference (SIU).

Distributed denial of service attack detection using autoencoder and deep neural networks

Ferhat Özgür Çatak, Ahmet Fatih Mustacoglu, Ferhat Ozgur Catak, 2019, J. Intell. Fuzzy Syst..

Detection of attack-targeted scans from the Apache HTTP Server access logs

Ferhat Özgür Çatak, Ensar Gul, Merve Baş Seyyar, 2018 .

CloudSVM: Training an SVM Classifier in Cloud Computing Systems pdf

Ferhat Özgür Çatak, M. Erdal Balaban, Ferhat Ozgur Catak, 2012, ICPCA/SWS.

Deep learning based Sequential model for malware analysis using Windows exe API Calls

Javed Ahmed, Ogerta Elezaj, Ferhat Özgür Çatak, 2020, PeerJ Comput. Sci..

Robust Ensemble Classifier Combination Based on Noise Removal with One-Class SVM pdf

Ferhat Özgür Çatak, Ferhat Ozgur Catak, 2015, ICONIP.

Classification with boosting of extreme learning machine over arbitrarily partitioned data

Ferhat Özgür Çatak, Ferhat Ozgur Catak, 2015, Soft Comput..

Secure Multi-party Computation Based Privacy Preserving Extreme Learning Machine Algorithm Over Vertically Distributed Data

Ferhat Özgür Çatak, Ferhat Ozgur Catak, 2015, ICONIP.

A MapReduce based distributed SVM algorithm for binary classification pdf

Ferhat Özgür Çatak, M. Erdal Balaban, Ferhat Ozgur Catak, 2013, ArXiv.

Password‐based encryption approach for securing sensitive data

Geoffrey C. Fox, Ferhat Özgür Çatak, Ahmet Fatih Mustacoglu, 2020, Secur. Priv..

Polarization Measurement of High Dimensional Social Media Messages With Support Vector Machine Algorithm Using Mapreduce pdf

Ferhat Özgür Çatak, 2014, ArXiv.

Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples pdf

Ferhat Özgür Çatak, M. Taner Eskil, M. T. Eskil, 2021, Multimedia Tools and Applications.

Secure Multi-Party Computation based Privacy Preserving Data Analysis in Healthcare IoT Systems pdf

Ferhat Özgür Çatak, Kevser Sahinbas, Ferhat Ozgur Catak, 2021, ArXiv.

Deep Neural Network Based Malicious Network Activity Detection Under Adversarial Machine Learning Attacks

Sule Yildirim Yayilgan, Ferhat Özgür Çatak, 2021 .

A secure and efficient Internet of Things cloud encryption scheme with forensics investigation compatibility based on identity-based encryption

Ferhat Özgür Çatak, Abdulla K. Al-Ali, Mohammad Hammoudeh, 2021, Future Gener. Comput. Syst..