Ömer Faruk Tuna

21 papers B 2Misc 1Journal 10Unranked 8
YearRankTypeTitle / Venue / Authors
2024 — conf
FASIL: A Challenge-Based Framework for Secure and Privacy-Preserving Federated Learning.
CSNet
Ferhat Karakoç, Betül Güvenç Paltun, Leyli Karaçay, Ömer Faruk Tuna, Ramin Fuladi, Utku Gülen
2024 J jnl
FASIL: A challenge-based framework for secure and privacy-preserving federated learning.
IACR Cryptol. ePrint Arch.
Ferhat Karakoç, Betül Güvenç Paltun, Leyli Karaçay, Ömer Faruk Tuna, Ramin Fuladi, Utku Gülen
2024 — conf
On the Deployment of an AI-driven Power Control Mechanism for D-MIMO in Beyond 5G Scenarios.
CSCN
Jordi Pérez-Romero, Ömer Faruk Tuna, Oriol Sallent, Nikolaos G. Bartzoudis, Elli Kartsakli, Oluwatayo Y. Kolawole, Irene Vilà, Maria A. Serrano, Utku Gülen
2024 Misc conf
Secure AI/ML-Based Control in Intent-Based Management System.
CSR
Leyli Karaçay, Ahmet Cihat Baktir, Ramin Fuladi, Elham Dehghan Biyar, Ömer Faruk Tuna, Ipek Arikan
2024 J jnl
Security of AI-Driven Beam Selection for Distributed MIMO in an Adversarial Setting.
IEEE Access
Ömer Faruk Tuna, Fehmi Emre Kadan
2024 B conf
Threat Modeling of AI-as-a-Service Framework.
WiMob
Utku Gülen, Ömer Faruk Tuna, Boubakr Nour, Zakaria Laaroussi, Leyli Karaçay, Ferhat Karakoç
2024 — conf
Towards Trustworthy Reinforcement Learning-based Resource Management in Beyond 5G.
EuCNC/6G Summit
Jordi Pérez-Romero, Oriol Sallent, Irene Vilà, Elli Kartsakli, Ömer Faruk Tuna, Swarup Kumar Mohalik, Xin Tao
2023 — conf
A Flexible, Efficient and Robust Method for AI-driven Power Control in D-MIMO.
MeditCom
Ömer Faruk Tuna, Fehmi Emre Kadan
2023 — conf
A Novel Method to Mitigate Adversarial Attacks on AI-Driven Power Allocation in D-MIMO.
BlackSeaCom
Ömer Faruk Tuna, Fehmi Emre Kadan
2023 — conf
AI-Powered Edge Computing Evolution for Beyond 5G Communication Networks.
EuCNC/6G Summit
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
2023 — conf
Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network.
ICC
Ömer Faruk Tuna, Fehmi Emre Kadan, Leyli Karaçay
2023 J jnl
Practical Adversarial Attacks Against AI-Driven Power Allocation in a Distributed MIMO Network.
CoRR
Ömer Faruk Tuna, Fehmi Emre Kadan, Leyli Karaçay
2023 J jnl
TENET: a new hybrid network architecture for adversarial defense.
Int. J. Inf. Sec.
Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil
2023 J jnl
Uncertainty as a Swiss army knife: new adversarial attack and defense ideas based on epistemic uncertainty.
Complex Intell. Syst.
Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil
2022 J jnl
Closeness and uncertainty aware adversarial examples detection in adversarial machine learning.
Comput. Electr. Eng.
Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil
2022 J jnl
Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples.
Multim. Tools Appl.
Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil
2022 B conf
Unreasonable Effectiveness of Last Hidden Layer Activations for Adversarial Robustness.
COMPSAC
Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil
2022 J jnl
Unreasonable Effectiveness of Last Hidden Layer Activations.
CoRR
Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil
2021 J jnl
Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples.
CoRR
Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil
2020 J jnl
Closeness and Uncertainty Aware Adversarial Examples Detection in Adversarial Machine Learning.
CoRR
Ömer Faruk Tuna, Ferhat Özgür Çatak, Mustafa Taner Eskil
2019 — conf
BOUN-ISIK Participation: An Unsupervised Approach for the Named Entity Normalization and Relation Extraction of Bacteria Biotopes.
BioNLP-OST@EMNLP-IJNCLP
Ilknur Karadeniz, Ömer Faruk Tuna, Arzucan Özgür