Digital Twin-Enabled Intelligent DDoS Detection Mechanism for Autonomous Core Networks

no code implementations • 19 Oct 2023 • Yagmur Yigit, Bahadir Bal, Aytac Karameseoglu, Trung Q. Duong, Berk Canberk

Our contributions are three-fold: we first design a DDoS detection architecture based on the digital twin for ISP core networks.

feature selection

Network-Aware AutoML Framework for Software-Defined Sensor Networks

no code implementations • 19 Oct 2023 • Emre Horsanali, Yagmur Yigit, Gokhan Secinti, Aytac Karameseoglu, Berk Canberk

As the current detection solutions of distributed denial of service attacks (DDoS) need additional infrastructures to handle high aggregate data rates, they are not suitable for sensor networks or the Internet of Things.

AutoML

TwinPot: Digital Twin-assisted Honeypot for Cyber-Secure Smart Seaports

no code implementations • 19 Oct 2023 • Yagmur Yigit, Omer Kemal Kinaci, Trung Q. Duong, Berk Canberk

We show that under simultaneous internal and external attacks on the system, our solution successfully detects internal and external attacks.