Kahraman Kostas

16 papers C 1Journal 15
YearRankTypeTitle / 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