Kahraman Kostas

According to our database, Kahraman Kostas authored at least 13 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

There Are No Silly Questions: Evaluation of Offline LLM Capabilities from a Turkish Perspective.

Edibe Yilmaz, Kahraman Kostas

CoRR, March, 2026

IoT Device Identification with Machine Learning: Common Pitfalls and Best Practices.

Kahraman Kostas, Rabia Yasa Kostas

CoRR, January, 2026

2025

Graph-Based Floor Separation Using Node Embeddings and Clustering of WiFi Trajectories.

Rabia Yasa Kostas, Kahraman Kostas

CoRR, May, 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., March, 2025

GeMID: Generalizable models for IoT device identification.

Kahraman Kostas, Rabia Yasa Kostas, Mike Just, Michael A. Lones

Internet Things, 2025

IoTGeM: Generalizable models for behaviour-based IoT attack detection.

Kahraman Kostas, Mike Just, Michael A. Lones

Comput. Networks, 2025

2024

Individual Packet Features are a Risk to Model Generalisation in ML-Based Intrusion Detection.

Kahraman Kostas, Mike Just, Michael A. Lones

CoRR, 2024

2023

Externally validating the IoTDevID device identification methodology using the CIC IoT 2022 Dataset.

Kahraman Kostas, Mike Just, Michael A. Lones

CoRR, 2023

LSTM based IoT Device Identification.

Kahraman Kostas

CoRR, 2023

CNN based IoT Device Identification.

Kahraman Kostas

CoRR, 2023

2022

IoTDevID: A Behavior-Based Device Identification Method for the IoT.

Kahraman Kostas, Mike Just, Michael A. Lones

IEEE Internet Things J., 2022

WiFi Based Distance Estimation Using Supervised Machine Learning.

Kahraman Kostas, Rabia Yasa Kostas, Francisco Zampella, Firas Alsehly

Proceedings of the 12th IEEE International Conference on Indoor Positioning and Indoor Navigation, 2022

2021

IoTDevID: A Behaviour-Based Fingerprinting Method for Device Identification in the IoT.

Kahraman Kostas, Mike Just, Michael A. Lones

CoRR, 2021