Profiles

Dr. Gozde Karatas Baydogmus earned her B.S. in Mathematics and Computer Sciences and M.S. in Computer Engineering from Istanbul Kultur University, and her Ph.D. in Computer Engineering from Marmara University. Prior to joining Loyola University Chicago as a Visiting Scholar, she served as an Assistant Professor and Vice Head of Department at Marmara University and Biruni University. She has also worked as a research assistant and instructor, contributing to teaching and research in machine learning and cybersecurity.
Research Interests
Her research interests include machine learning for cybersecurity, intrusion detection systems, federated and privacy-preserving learning, and trustworthy AI. Her work also extends to embodied AI and robot learning, with a focus on evaluation frameworks and reproducible machine learning systems.

Degrees

Ph.D. in Computer Engineering

MS in Computer Engineering

BS Mathematics and Computer Science

Professional Employment

Visiting Scholar, Loyola University Chicago

Research Interests

Artificial intelligence for cyber security, intrusion detection and malware analysis, trustworthy and reproducible ML, robot learning

Courses Taught

Automata Theory, Computer Security, Cryptography, Computer Programming with Python, Data Structures, Computer Security and Cryptography, Artificial Intelligence 

Selected Publications

https://scholar.google.com/citations?user=hC1RXHAAAAAJ&hl=en