Ferhat Ozgur Catak

Teaching

Master’s students

  • 2020: Preventing data poisoning attacks by using generative models. M. Aladag
  • 2020: Autoencoders for Adversarial Security of Linear and Neural Network Models. S. Sivaslioglu
  • 2019: Classification of metamorphic malware with deep learning. A.F. Yazi
  • 2018: Application of Privacy-Preserving Machine Learning Methods Using Homomorphic Encryption Algorithms. İ. Aydın
  • 2018: Sensor Based Cyber Attack Detections in Critical Infrastructures using Deep Learning Algorithms. M. Yılmaz
  • 2018: Classification and static detection of obfuscated web application backdoors. F. Paligu
  • 2017: Detection of attack-targeted scans from the apache HTTP server access logs. M.B. Seyyar
  • 2017: Kurumsal Ağlardaki Windows Ortamlarına Saldırılar ve Sıkılaştırma Yöntemleri. E. Basaranoglu

Istanbul Sehir University - Cyber Security Engineering Msc

Bahcesehir University - Cyber Security Msc:

Recent Publications

More Publications

. Human-in-the-loop enhanced COVID-19 detection in Transfer Learning based CNN Models. Computational Intelligence for COVID-19 and Future Pandemics - Emerging Applications and Strategies, 2021.

PDF Project Source Document

. Malicious URL Detection Using Machine Learning. Artificial Intelligence Paradigms for Smart Cyber-Physical Systems, 2020.

PDF Project Source Document

. Preventing Data Poisoning Attacks By Using Generative Models. 2019 1st International Informatics and Software Engineering Conference (UBMYK), 2019.

PDF Project Source Document

Projects

Distributed Computing
Autoencoder based Deep Neural Network Anomaly Detection
LSTM/RNN Based Malware Detection Model
Network Flow Analysis with Deep Learning Methods

Contact

Dr. Ferhat Ozgur Catak