IoTDevID: A Behaviour-Based Fingerprinting Method for Device Identification in the IoT. - Kahraman Kostas; Mike Just; Michael A. Lones (CoRR, 2021)

WiFi Based Distance Estimation Using Supervised Machine Learning. - Kahraman Kostas; Rabia Yasa Kostas; Francisco Zampella; Firas Alsehly (IPIN, 2022)

IoTDevID: A Behavior-Based Device Identification Method for the IoT. - Kahraman Kostas; Mike Just; Michael A. Lones (IEEE Internet Things J., 2022)

CNN based IoT Device Identification. - Kahraman Kostas (CoRR, 2023)

LSTM based IoT Device Identification. - Kahraman Kostas (CoRR, 2023)

Externally validating the IoTDevID device identification methodology using the CIC IoT 2022 Dataset. - Kahraman Kostas; Mike Just; Michael A. Lones (CoRR, 2023)

Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection. - Kahraman Kostas; Mike Just; Michael A. Lones (CoRR, 2024)

GeMID: Generalizable Models for IoT Device Identification. - Kahraman Kostas; Rabia Yasa Kostas; Mike Just; Michael A. Lones (CoRR, 2024)

IoTGeM: Generalizable models for behaviour-based IoT attack detection. - Kahraman Kostas; Mike Just; Michael A. Lones (Comput. Networks, 2025)

Individual Packet Features are a Risk to Model Generalization in ML-Based Intrusion Detection. - Kahraman Kostas; Mike Just; Michael A. Lones (IEEE Netw. Lett., 2025)

Graph-Based Floor Separation Using Node Embeddings and Clustering of WiFi Trajectories. - Rabia Yasa Kostas; Kahraman Kostas (CoRR, 2025)