Ömer Faruk Tuna

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 16

Top Topics

Learning Models

Network Architecture

Power Allocation

Top Venues

EuCNC/6G Summit

Comput. Electr. Eng.

Publications

Ferhat Karakoç, Betül Güvenç Paltun, Leyli Karaçay, Ömer Faruk Tuna, Ramin Fuladi, Utku Gülen
FASIL: A challenge-based framework for secure and privacy-preserving federated learning. IACR Cryptol. ePrint Arch. 2024 (2024)
Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Elli Kartsakli, Ömer Faruk Tuna, Swarup Kumar Mohalik, Xin Tao
Towards Trustworthy Reinforcement Learning-based Resource Management in Beyond 5G. EuCNC/6G Summit (2024)
Ömer Faruk Tuna, Fehmi Emre Kadan
Security of AI-Driven Beam Selection for Distributed MIMO in an Adversarial Setting. IEEE Access 12 (2024)
Ömer Faruk Tuna, Fehmi Emre Kadan, Leyli Karaçay
Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network. ICC (2023)
Ömer Faruk Tuna, Fehmi Emre Kadan
A Flexible, Efficient and Robust Method for AI-driven Power Control in D-MIMO. MeditCom (2023)
Ömer Faruk Tuna, Fehmi Emre Kadan
A Novel Method to Mitigate Adversarial Attacks on AI-Driven Power Allocation in D-MIMO. BlackSeaCom (2023)
Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil
TENET: a new hybrid network architecture for adversarial defense. Int. J. Inf. Sec. 22 (4) (2023)
Ömer Faruk Tuna, Fehmi Emre Kadan, Leyli Karaçay
Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network. CoRR (2023)
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
AI-Powered Edge Computing Evolution for Beyond 5G Communication Networks. EuCNC/6G Summit (2023)
Ömer Faruk Tuna, Ferhat Özgür Çatak, M. Taner Eskil
Unreasonable Effectiveness of Last Hidden Layer Activations. CoRR (2022)
Ömer Faruk Tuna, Ferhat Özgür Çatak, M. Taner Eskil
Closeness and uncertainty aware adversarial examples detection in adversarial machine learning. Comput. Electr. Eng. 101 (2022)
Ömer Faruk Tuna, Ferhat Özgür Çatak, M. Taner Eskil
Unreasonable Effectiveness of Last Hidden Layer Activations for Adversarial Robustness. COMPSAC (2022)
Ömer Faruk Tuna, Ferhat Özgür Çatak, M. Taner Eskil
Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples. Multim. Tools Appl. 81 (8) (2022)
Ömer Faruk Tuna, Ferhat Özgür Çatak, M. Taner Eskil
Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples. CoRR (2021)
Ömer Faruk Tuna, Ferhat Özgür Çatak, M. Taner Eskil
Closeness and Uncertainty Aware Adversarial Examples Detection in Adversarial Machine Learning. CoRR (2020)
Ilknur Karadeniz, Ömer Faruk Tuna, Arzucan Özgür
BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes. BioNLP-OST@EMNLP-IJNCLP (2019)