BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes. - Ilknur Karadeniz; Ömer Faruk Tuna; Arzucan Özgür (BioNLP-OST@EMNLP-IJNCLP, 2019)

Unreasonable Effectiveness of Last Hidden Layer Activations for Adversarial Robustness. - Ömer Faruk Tuna; Ferhat Özgür Çatak; Mustafa Taner Eskil (COMPSAC, 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. - Ömer Faruk Tuna; Ferhat Özgür Çatak; Mustafa Taner Eskil (CoRR, 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)

A Novel Method to Mitigate Adversarial Attacks on AI-Driven Power Allocation in D-MIMO. - Ömer Faruk Tuna; Fehmi Emre Kadan (BlackSeaCom, 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 001; Ömer Faruk Tuna; Yansha Deng; Xin Tao 003; Maria A. Serrano; et al. (EuCNC/6G Summit, 2023)

Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network. - Ömer Faruk Tuna; Fehmi Emre Kadan; Leyli Karaçay (ICC, 2023)

A Flexible, Efficient and Robust Method for AI-driven Power Control in D-MIMO. - Ömer Faruk Tuna; Fehmi Emre Kadan (MeditCom, 2023)

TENET: a new hybrid network architecture for adversarial defense. - Ömer Faruk Tuna; Ferhat Özgür Çatak; Mustafa Taner Eskil (Int. J. Inf. Sec., 2023)

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 (CSCN, 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 (CSR, 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 003 (EuCNC/6G Summit, 2024)

Threat Modeling of AI-as-a-Service Framework. - Utku Gülen; Ömer Faruk Tuna; Boubakr Nour; Zakaria Laaroussi; Leyli Karaçay; Ferhat Karakoç (WiMob, 2024)

Security of AI-Driven Beam Selection for Distributed MIMO in an Adversarial Setting. - Ömer Faruk Tuna; Fehmi Emre Kadan (IEEE Access, 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)