3 papers
cs.LG2025
Accelerating IoV Intrusion Detection: Benchmarking GPU-Accelerated vs CPU-Based ML Libraries
Furkan Çolhak, Hasan Coşkun, Tsafac Nkombong Regine Cyrille +3
The Internet of Vehicles (IoV) may face challenging cybersecurity attacks that may require sophisticated intrusion detection systems, necessitating a rapid development and response…
cs.CR2024
Phishing Website Detection through Multi-Model Analysis of HTML Content
Furkan Çolhak, Mert İlhan Ecevit, Bilal Emir Uçar +2
The way we communicate and work has changed significantly with the rise of the Internet. While it has opened up new opportunities, it has also brought about an increase in cyber th…
cs.CR2024
SecureReg: Combining NLP and MLP for Enhanced Detection of Malicious Domain Name Registrations
Furkan Çolhak, Mert İlhan Ecevit, Hasan Dağ +1
The escalating landscape of cyber threats, characterized by the registration of thousands of new domains daily for large-scale Internet attacks such as spam, phishing, and drive-by…