Kahraman Kostas

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Attack Detection

Distance Estimation

Supervised Machine Learning

Top Venues

IEEE Internet Things J.

Publications

Kahraman Kostas, Mike Just, Michael A. Lones
IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection. CoRR (2024)
Kahraman Kostas, Mike Just, Michael A. Lones
Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection. CoRR (2024)
Kahraman Kostas
LSTM based IoT Device Identification. CoRR (2023)
Kahraman Kostas
CNN based IoT Device Identification. CoRR (2023)
Kahraman Kostas, Mike Just, Michael A. Lones
Externally validating the IoTDevID device identification methodology using the CIC IoT 2022 Dataset. CoRR (2023)
Kahraman Kostas, Rabia Yasa Kostas, Francisco Zampella, Firas Alsehly
WiFi Based Distance Estimation Using Supervised Machine Learning. IPIN (2022)
Kahraman Kostas, Mike Just, Michael A. Lones
IoTDevID: A Behavior-Based Device Identification Method for the IoT. IEEE Internet Things J. 9 (23) (2022)
Kahraman Kostas, Rabia Yasa Kostas, Francisco Zampella, Firas Alsehly
WiFi Based Distance Estimation Using Supervised Machine Learning. CoRR (2022)
Kahraman Kostas, Mike Just, Michael A. Lones
IoTDevID: A Behaviour-Based Fingerprinting Method for Device Identification in the IoT. CoRR (2021)