Murat Arda Onsu

According to our database, Murat Arda Onsu authored at least 12 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Leveraging Edge Intelligence and LLMs to Advance 6G-Enabled Internet of Automated Defense Vehicles.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci

IEEE Internet Things Mag., July, 2025

Leveraging Multimodal-LLMs Assisted by Instance Segmentation for Intelligent Traffic Monitoring.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Aisha Syed, Matthew Andrews, Sean Kennedy

CoRR, February, 2025

Integrating Language Models for Enhanced Network State Monitoring in DRL-Based SFC Provisioning.

Parisa Fard Moshiri, Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, February, 2025

Intelligent multi-sensor fusion and anomaly detection in vehicles via deep learning.

Murat Arda Onsu, Murat Simsek, Mark Fobert, Burak Kantarci

Internet Things, 2025

2024

Unlocking Reconfigurability for Deep Reinforcement Learning in SFC Provisioning.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian

IEEE Netw. Lett., September, 2024

Scalability Assurance in SFC provisioning via Distributed Design for Deep Reinforcement Learning.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, 2024

GenAI Assistance for Deep Reinforcement Learning-based VNF Placement and SFC Provisioning in 5G Cores.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz

CoRR, 2024

Real-Time Binary Cell Phone Usage Detection and Classification on Vehicular Edge Devices.

Murat Arda Onsu, Pankti Shah, Murat Simsek, Mark Fobert, Burak Kantarci

Proceedings of the International Wireless Communications and Mobile Computing, 2024

A New Realistic Platform for Benchmarking and Performance Evaluation of DRL-Driven and Reconfigurable SFC Provisioning Solutions.

Murat Arda Onsu, Poonam Lohan, Burak Kantarci, Emil Janulewicz, Sergio Slobodrian

Proceedings of the 2024 IEEE Global Communications Conference, 2024

2023

How to cope with malicious federated learning clients: An unsupervised learning-based approach.

Murat Arda Onsu, Burak Kantarci, Azzedine Boukerche

Comput. Networks, October, 2023

On the Impact of Malicious and Cooperative Clients on Validation Score-Based Model Aggregation for Federated Learning.

Murat Arda Onsu, Burak Kantarci, Azzedine Boukerche

Proceedings of the IEEE International Conference on Communications, 2023

Anomalous Behaviour Detection via Event-Based Metric with Sequential Tracking in a V2X Environment.

Murat Arda Onsu, Murat Simsek, Burak Kantarci

Proceedings of the IEEE Global Communications Conference, 2023