Zafer Albayrak

A hybrid CNN+LSTM-based intrusion detection system for industrial IoT networks

Hakan Can Altunay, Zafer Albayrak · Engineering Science and Technology an International Journal · 2023 · 255 citations · Full text

DDoS Attack Intrusion Detection System Based on Hybridization of CNN and LSTM

Ahmet Sardar Ahmed Issa, Zafer Albayrak · Acta Polytechnica Hungarica · 2023 · 48 citations · Full text

Convolutional Neural Network, Deep Neural Networks, Engineering +12

Analysis of Anomaly Detection Approaches Performed Through Deep Learning Methods in SCADA Systems

Hakan Can Altunay, Zafer Albayrak, Ahmet Nusret Özalp et al. · 2021 3rd International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) · 2021 · 33 citations

Artificial Intelligence, Convolutional Neural Network, Anomaly Detection +20

Layer-based examination of cyber-attacks in IoT

Ahmet Nusret Özalp, Zafer Albayrak, Muhammet Çakmak et al. · 2022 International Congress on Human-Computer Interaction, Optimization and Robotic Applications (HORA) · 2022 · 30 citations

Iot Forensics, Engineering, Layer-based Examination +14

Detecting Cyber Attacks with High-Frequency Features using Machine Learning Algorithms

Ahmet Nusret Özalp, Zafer Albayrak · Acta Polytechnica Hungarica · 2022 · 21 citations · Full text

Engineering, Machine Learning, Information Security +18