Biography

I am an Artificial Intelligence and Cyber Security Researcher. I currently live in Oslo, Norway. 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
• Homomorphic Encryption based Data Privacy
• Machine learning methods in Cyber Security (Malware analysis, network flows)
• Uncertainty methods in deep learning

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