Ferhat Özgür Çatak

According to our database, Ferhat Özgür Çatak authored at least 60 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Trustworthy cyber-physical power systems using AI: dueling algorithms for PMU anomaly detection and cybersecurity.

Umit Cali, Ferhat Özgür Çatak, Ugur Halden

Artif. Intell. Rev., July, 2024

Neural Networks Meet Elliptic Curve Cryptography: A Novel Approach to Secure Communication.

Mina Cecilie Wøien, Ferhat Özgür Çatak, Murat Kuzlu, Umit Cali

CoRR, 2024

Uncertainty Quantification in Large Language Models Through Convex Hull Analysis.

Ferhat Özgür Çatak, Murat Kuzlu

CoRR, 2024

A Benchmark for ML-based Solar Power Generation Forecasting Models.

Gokcen Ozdemir, Umut Ozdemir, Murat Kuzlu, Ferhat Özgür Çatak

Proceedings of the 13th Mediterranean Conference on Embedded Computing, 2024

A Federated Adversarial Learning Approach for Robust Spectrum Sensing.

Ferhat Özgür Çatak, Murat Kuzlu

Proceedings of the 13th Mediterranean Conference on Embedded Computing, 2024

Emerging Technologies for Privacy Preservation in Energy Systems.

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

Proceedings of the European Interdisciplinary Cybersecurity Conference, 2024

2023

A Practical Implementation of Medical Privacy-Preserving Federated Learning Using Multi-Key Homomorphic Encryption and Flower Framework.

Ivar Walskaar, Minh Christian Tran, Ferhat Özgür Çatak

Cryptogr., September, 2023

Adversarial security mitigations of mmWave beamforming prediction models using defensive distillation and adversarial retraining.

Murat Kuzlu, Ferhat Özgür Çatak, Umit Cali, Evren Çatak, Ozgur Guler

Int. J. Inf. Sec., April, 2023

Modelling and Design of Pre-Equalizers for a Fully Operational Visible Light Communication System.

Murat Bostanoglu, Yaser Dalveren, Ferhat Özgür Çatak, Ali Kara

Sensors, 2023

TENET: a new hybrid network architecture for adversarial defense.

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

Int. J. Inf. Sec., 2023

Defending AI-Based Automatic Modulation Recognition Models Against Adversarial Attacks.

Haolin Tang, Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Yanxiao Zhao

IEEE Access, 2023

A Cryptographic Federated Learning-Based Channel Estimation for Next-Generation Networks.

Ferhat Özgür Çatak, Murat Kuzlu

Proceedings of the 2023 IEEE Virtual Conference on Communications (VCC), 2023

The Rise of Generative Artificial Intelligence in Healthcare.

Murat Kuzlu, Zhenxin Xiao, Salih Sarp, Ferhat Özgür Çatak, Necip Gurler, Ozgur Guler

Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

Uncertainty Aware Deep Learning Model for Secure and Trustworthy Channel Estimation in 5G Networks.

Ferhat Özgür Çatak, Umit Cali, Murat Kuzlu, Salih Sarp

Proceedings of the 12th Mediterranean Conference on Embedded Computing, 2023

Cybersecurity and Digital Privacy Aspects of V2X in the EV Charging Structure.

Umit Cali, Murat Kuzlu, Onur Elma, Osman Gazi Gucluturk, Ahmet Kilic, Ferhat Özgür Çatak

Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023

Cyber-physical Hardening of the Digital Water Infrastructure.

Umit Cali, Ferhat Özgür Çatak, Zsolt György Balogh, Rita Maria Ugarelli, Martin Gilje Jaatun

Proceedings of the 2023 European Interdisciplinary Cybersecurity Conference, 2023

5G-SRNG: 5G Spectrogram-based Random Number Generation for Devices with Low Entropy Sources.

Ferhat Özgür Çatak, Evren Çatak, Ogerta Elezaj

Proceedings of the IEEE International Conference on Omni-layer Intelligent Systems, 2023

2022

Malware API Call Dataset.

Ferhat Özgür Çatak

Dataset, May, 2022

Uncertainty-aware Prediction Validator in Deep Learning Models for Cyber-physical System Data.

Ferhat Özgür Çatak, Tao Yue, Shaukat Ali

ACM Trans. Softw. Eng. Methodol., 2022

Security concerns on machine learning solutions for 6G networks in mmWave beam prediction.

Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Umit Cali, Devrim Unal

Phys. Commun., 2022

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

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

Multim. Tools Appl., 2022

BFV-Based Homomorphic Encryption for Privacy-Preserving CNN Models.

Febrianti Wibawa, Ferhat Özgür Çatak, Salih Sarp, Murat Kuzlu

Cryptogr., 2022

Anomaly Detection in Power Markets and Systems.

Ugur Halden, Umit Cali, Ferhat Özgür Çatak, Salvatore D'Arco, Francisco Bilendo

CoRR, 2022

Hybrid AI-based Anomaly Detection Model using Phasor Measurement Unit Data.

Yuval Abraham Regev, Henrik Vassdal, Ugur Halden, Ferhat Özgür Çatak, Umit Cali

CoRR, 2022

Defensive Distillation based Adversarial Attacks Mitigation Method for Channel Estimation using Deep Learning Models in Next-Generation Wireless Networks.

Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Umit Cali, Ozgur Guler

CoRR, 2022

Unreasonable Effectiveness of Last Hidden Layer Activations.

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

CoRR, 2022

Closeness and uncertainty aware adversarial examples detection in adversarial machine learning.

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

Comput. Electr. Eng., 2022

Security Hardening of Intelligent Reflecting Surfaces Against Adversarial Machine Learning Attacks.

Ferhat Özgür Çatak, Murat Kuzlu, Haolin Tang, Evren Çatak, Yanxiao Zhao

IEEE Access, 2022

Defensive Distillation-Based Adversarial Attack Mitigation Method for Channel Estimation Using Deep Learning Models in Next-Generation Wireless Networks.

Ferhat Özgür Çatak, Murat Kuzlu, Evren Çatak, Umit Cali, Ozgur Guler

IEEE Access, 2022

Mitigating Attacks on Artificial Intelligence-based Spectrum Sensing for Cellular Network Signals.

Ferhat Özgür Çatak, Murat Kuzlu, Salih Sarp, Evren Çatak, Umit Cali

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Homomorphic Encryption and Federated Learning based Privacy-Preserving CNN Training: COVID-19 Detection Use-Case.

Febrianti Wibawa, Ferhat Özgür Çatak, Murat Kuzlu, Salih Sarp, Umit Cali

Proceedings of the EICC 2022: European Interdisciplinary Cybersecurity Conference, Barcelona, Spain, June 15, 2022

Unreasonable Effectiveness of Last Hidden Layer Activations for Adversarial Robustness.

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

A Streamlit-based Artificial Intelligence Trust Platform for Next-Generation Wireless Networks.

Murat Kuzlu, Ferhat Özgür Çatak, Salih Sarp, Umit Cali, Özgür Güler

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021

Data augmentation based malware detection using convolutional neural networks.

Ferhat Özgür Çatak, Javed Ahmed, Kevser Sahinbas, Zahid Hussain Khand

PeerJ Comput. Sci., 2021

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

Samed Sivaslioglu, Ferhat Özgür Çatak, Kevser Sahinbas

Informatica (Slovenia), 2021

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

Devrim Unal, Abdulla K. Al-Ali, Ferhat Özgür Çatak, Mohammad Hammoudeh

Future Gener. Comput. Syst., 2021

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

Kevser Sahinbas, Ferhat Özgür Çatak

CoRR, 2021

Security Concerns on Machine Learning Solutions for 6G Networks in mmWave Beam Prediction.

Ferhat Özgür Çatak, Evren Çatak, Murat Kuzlu, Umit Cali

CoRR, 2021

Internet of Predictable Things (IoPT) Framework to Increase Cyber-Physical System Resiliency.

Umit Cali, Murat Kuzlu, Vinayak Sharma, Manisa Pipattanasomporn, Ferhat Özgür Çatak

CoRR, 2021

Adversarial Machine Learning Security Problems for 6G: mmWave Beam Prediction Use-Case.

Evren Çatak, Ferhat Özgür Çatak, Arild Moldsvor

Proceedings of the 2021 IEEE International Black Sea Conference on Communications and Networking, 2021

Prediction Surface Uncertainty Quantification in Object Detection Models for Autonomous Driving.

Ferhat Özgür Çatak, Tao Yue, Shaukat Ali

Proceedings of the 2021 IEEE International Conference on Artificial Intelligence Testing, 2021

2020

Password-based encryption approach for securing sensitive data.

Ahmet Fatih Mustacoglu, Ferhat Özgür Çatak, Geoffrey C. Fox

Secur. Priv., 2020

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

Ferhat Özgür Çatak, Ahmet Faruk Yazi, Ogerta Elezaj, Javed Ahmed

PeerJ Comput. Sci., 2020

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

Ferhat Özgür Çatak, Sule Yildirim Yayilgan

Proceedings of the Intelligent Technologies and Applications, 2020

2019

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

Ferhat Özgür Çatak, Ahmet Fatih Mustacoglu

J. Intell. Fuzzy Syst., 2019

A Benchmark API Call Dataset for Windows PE Malware Classification.

Ferhat Özgür Çatak, Ahmet Faruk Yazi

CoRR, 2019

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

Ferhat Özgür Çatak, Murat Yilmaz, Ensar Gül

Comput. Sci., 2019

Classification of Methamorphic Malware with Deep Learning(LSTM).

Ahmet Faruk Yazi, Ferhat Özgür Çatak, Ensar Gül

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

Incrementing Adversarial Robustness with Autoencoding for Machine Learning Model Attacks.

Samed Sivaslioglu, Ferhat Özgür Çatak, Ensar Gül

Proceedings of the 27th Signal Processing and Communications Applications Conference, 2019

2018

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

Ferhat Özgür Çatak, Ahmet Fatih Mustacoglu

Int. J. Comput. Intell. Syst., 2018

2017

Classification with boosting of extreme learning machine over arbitrarily partitioned data.

Ferhat Özgür Çatak

Soft Comput., 2017

2016

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

Ferhat Özgür Çatak

CoRR, 2016

Privacy preserving extreme learning machine classification model for distributed systems.

Ferhat Özgür Çatak, Ahmet Fatih Mustacoglu, Ahmet Ercan Topcu

Proceedings of the 24th Signal Processing and Communication Application Conference, 2016

2015

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

Ferhat Özgür Çatak

Proceedings of the 2015 23nd Signal Processing and Communications Applications Conference (SIU), 2015

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

Ferhat Özgür Çatak

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

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

Ferhat Özgür Çatak

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2014

Bulut bilişim sistemlerinde eşle/indirge yöntemi uygulanarak veri madenciliği yazılım çatısının geliştirilmesi (Development of data mining software framework by using map/reduce method in cloud computing systems)

Ferhat Özgür Çatak

PhD thesis, 2014

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

Ferhat Özgür Çatak

CoRR, 2014

2013

A MapReduce based distributed SVM algorithm for binary classification.

Ferhat Özgür Çatak, Mehmet Erdal Balaban

CoRR, 2013

2012

CloudSVM: Training an SVM Classifier in Cloud Computing Systems.

Ferhat Özgür Çatak, M. Erdal Balaban

Proceedings of the Pervasive Computing and the Networked World, 2012