About Me
I am currently a final-year BSc student in Sabanci University, majoring in Computer Science and Engineering. I am interested in machine learning and security of deep learning models. As of now, I am working on a project about the evasion attacks on CNN models, together with Xiayoun Xu from Radboud University Nijmegen.
For collaboration opportunities or any other inquiries, please contact me via email.
Research Interests
- Machine Learning
- Evasion Attacks on Deep Learning Models
Selected Projects
Decoding Istanbul’s Vehicular Veins - A Network Science Exploration of Metropolitan Traffic Dynamics
Efe Tüzün, Ege Demirci, Özgür Beker, Alp Tüzün
(Feb 2023 - Jun 2023)Using network science techniques, we analyzed Istanbul’s traffic patterns. We identified key congestion points, proposed a spatial correlation model, and offered insights for urban transport planning in major cities.
Teaching Experience
- Learning Assistant for CS 412 - Machine Learning @ Sabanci University (2023-Current)
- Learning Assistant for IF 100 - Computational Approaches to Problem Solving @ Sabanci University (2021-2022)