Biography

I am an Artificial Intelligence and Cyber Security Researcher. My complete curriculum vitae is available at this link. For more information about my research, you can also visit my GitHub and Google scholar profiles. I am interested in Data Privacy and Cyber Security for machine learning and deep learning, covering the theoretical, applicative, and computational aspects. My primary research interests lie broadly in deep learning.

• Adversarial Machine Learning
• Uncertainty in Deep Learning
• Homomorphic Encryption based Data Privacy
• Machine learning methods in Cyber Security (Malware analysis, network flows)

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

• BGM 531: Penetration Testing & Security Auditing (2018)
• BGM 565: Machine/Deep Learning Methods for Cyber-Security (2018)
• BGM 553: Penetration Testing & Security Auditing - I (2016-2017)
• BGM 554: Penetration Testing & Security Auditing - II (2016)

Bahcesehir University - Cyber Security Msc:

• Malware Analysis (2017)

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• f.ozgur.catak@gmail.com
• Martin Linges vei 25, 1364 Fornebu, Norway