Ömer Faruk Tuna

According to our database, Ömer Faruk Tuna authored at least 16 papers between 2019 and 2024.

Collaborative distances:

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

2024

FASIL: A challenge-based framework for secure and privacy-preserving federated learning.

Ferhat Karakoç, Betül Güvenç Paltun, Leyli Karaçay, Ömer Faruk Tuna, Ramin Fuladi, Utku Gülen

IACR Cryptol. ePrint Arch., 2024

Security of AI-Driven Beam Selection for Distributed MIMO in an Adversarial Setting.

Ömer Faruk Tuna, Fehmi Emre Kadan

IEEE Access, 2024

Threat Modeling of AI-as-a-Service Framework.

Utku Gülen, Ömer Faruk Tuna, Boubakr Nour, Zakaria Laaroussi, Leyli Karaçay, Ferhat Karakoç

Proceedings of the 20th International Conference on Wireless and Mobile Computing, 2024

Towards Trustworthy Reinforcement Learning-based Resource Management in Beyond 5G.

Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Elli Kartsakli, Ömer Faruk Tuna, Swarup Kumar Mohalik, Xin Tao

Proceedings of the Joint European Conference on Networks and Communications & 6G Summit, 2024

Secure AI/ML-Based Control in Intent-Based Management System.

Leyli Karaçay, Ahmet Cihat Baktir, Ramin Fuladi, Elham Dehghan Biyar, Ömer Faruk Tuna, Ipek Arikan

Proceedings of the IEEE International Conference on Cyber Security and Resilience, 2024

On the Deployment of an AI-driven Power Control Mechanism for D-MIMO in Beyond 5G Scenarios.

Jordi Pérez-Romero, Ömer Faruk Tuna, Oriol Sallent, Nikolaos G. Bartzoudis, Elli Kartsakli, Oluwatayo Y. Kolawole, Irene Vilà, Maria A. Serrano, Utku Gülen

Proceedings of the IEEE Conference on Standards for Communications and Networking, 2024

2023

TENET: a new hybrid network architecture for adversarial defense.

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

Int. J. Inf. Sec., 2023

A Flexible, Efficient and Robust Method for AI-driven Power Control in D-MIMO.

Ömer Faruk Tuna, Fehmi Emre Kadan

Proceedings of the IEEE International Mediterranean Conference on Communications and Networking, 2023

Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network.

Ömer Faruk Tuna, Fehmi Emre Kadan, Leyli Karaçay

Proceedings of the IEEE International Conference on Communications, 2023

AI-Powered Edge Computing Evolution for Beyond 5G Communication Networks.

Elli Kartsakli, Jordi Pérez-Romero, Oriol Sallent, Nikolaos G. Bartzoudis, Valerio Frascella, Swarup Kumar Mohalik, Thiis Metsch, Angelos Antonopoulos, Ömer Faruk Tuna, Yansha Deng, Xin Tao, Maria A. Serrano, Eduardo Quiñones

Proceedings of the 2023 Joint European Conference on Networks and Communications & 6G Summit, 2023

A Novel Method to Mitigate Adversarial Attacks on AI-Driven Power Allocation in D-MIMO.

Ömer Faruk Tuna, Fehmi Emre Kadan

Proceedings of the IEEE International Black Sea Conference on Communications and Networking, 2023

2022

Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples.

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

Multim. Tools Appl., 2022

Unreasonable Effectiveness of Last Hidden Layer Activations.

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

CoRR, 2022

Closeness and uncertainty aware adversarial examples detection in adversarial machine learning.

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

Comput. Electr. Eng., 2022

Unreasonable Effectiveness of Last Hidden Layer Activations for Adversarial Robustness.

Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil

Proceedings of the 46th IEEE Annual Computers, Software, and Applications Conferenc, 2022

2019

BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes.

Ilknur Karadeniz, Ömer Faruk Tuna, Arzucan Özgür

Proceedings of The 5th Workshop on BioNLP Open Shared Tasks, 2019