Kahraman Kostas

16 papers C 1Journal 15

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	IoT Device Identification with Machine Learning: Common Pitfalls and Best Practices. CoRR Kahraman Kostas, Rabia Yasa Kostas
2026	J	`jnl`	There Are No Silly Questions: Evaluation of Offline LLM Capabilities from a Turkish Perspective. CoRR Edibe Yilmaz, Kahraman Kostas
2025	J	`jnl`	GeMID: Generalizable models for IoT device identification. Internet Things Kahraman Kostas, Rabia Yasa Kostas, Mike Just, Michael A. Lones
2025	J	`jnl`	Graph-Based Floor Separation Using Node Embeddings and Clustering of WiFi Trajectories. CoRR Rabia Yasa Kostas, Kahraman Kostas
2025	J	`jnl`	Individual Packet Features are a Risk to Model Generalization in ML-Based Intrusion Detection. IEEE Netw. Lett. Kahraman Kostas, Mike Just, Michael A. Lones
2025	J	`jnl`	IoTGeM: Generalizable models for behaviour-based IoT attack detection. Comput. Networks Kahraman Kostas, Mike Just, Michael A. Lones
2024	J	`jnl`	GeMID: Generalizable Models for IoT Device Identification. CoRR Kahraman Kostas, Rabia Yasa Kostas, Mike Just, Michael A. Lones
2024	J	`jnl`	Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection. CoRR Kahraman Kostas, Mike Just, Michael A. Lones
2024	J	`jnl`	IoTGeM: Generalizable Models for Behaviour-Based IoT Attack Detection. CoRR Kahraman Kostas, Mike Just, Michael A. Lones
2023	J	`jnl`	CNN based IoT Device Identification. CoRR Kahraman Kostas
2023	J	`jnl`	Externally validating the IoTDevID device identification methodology using the CIC IoT 2022 Dataset. CoRR Kahraman Kostas, Mike Just, Michael A. Lones
2023	J	`jnl`	LSTM based IoT Device Identification. CoRR Kahraman Kostas
2022	J	`jnl`	IoTDevID: A Behavior-Based Device Identification Method for the IoT. IEEE Internet Things J. Kahraman Kostas, Mike Just, Michael A. Lones
2022	C	`conf`	WiFi Based Distance Estimation Using Supervised Machine Learning. IPIN Kahraman Kostas, Rabia Yasa Kostas, Francisco Zampella, Firas Alsehly
2022	J	`jnl`	WiFi Based Distance Estimation Using Supervised Machine Learning. CoRR Kahraman Kostas, Rabia Yasa Kostas, Francisco Zampella, Firas Alsehly
2021	J	`jnl`	IoTDevID: A Behaviour-Based Fingerprinting Method for Device Identification in the IoT. CoRR Kahraman Kostas, Mike Just, Michael A. Lones