Gozde Karatas

Intrusion Detection Systems with Deep Learning: A Systematic Mapping Study

Sinem Osken, Ecem Nur Yildirim, Gozde Karatas, 2019, 2019 Scientific Meeting on Electrical-Electronics & Biomedical Engineering and Computer Science (EBBT).

Intrusion Detection Systems with GPU-Accelerated Deep Neural Networks and Effect of the Depth

Ozgur Koray Sahingoz, Gozde Karatas, Buminhan Reis, 2018, 2018 6th International Conference on Control Engineering & Information Technology (CEIT).

Deep learning based security management of information systems: A comparative study

Ozgur Koray Sahingoz, Gozde Karatas, Cem Berke Çebi, 2020 .

Deep Learning in Intrusion Detection Systems

Gozde Karatas, Onder Demir, Ozgur Koray Sahingoz, 2018, 2018 International Congress on Big Data, Deep Learning and Fighting Cyber Terrorism (IBIGDELFT).

Increasing the Performance of Machine Learning-Based IDSs on an Imbalanced and Up-to-Date Dataset

Ozgur Koray Sahingoz, Gozde Karatas, Onder Demir, 2020, IEEE Access.

A Deep Learning Based Intrusion Detection System on GPUs

Ozgur Koray Sahingoz, Gozde Karatas, Onder Demir, 2019, 2019 11th International Conference on Electronics, Computers and Artificial Intelligence (ECAI).

Neural network based intrusion detection systems with different training functions

Ozgur Koray Sahingoz, Gozde Karatas, O. K. Sahingoz, 2018, 2018 6th International Symposium on Digital Forensic and Security (ISDFS).