| Exploiting epistemic uncertainty of the deep learning models to generate adversarial samples OF Tuna, FO Catak, MT Eskil Multimedia Tools and Applications 81 (8), 11479-11500, 2022 | 34 | 2022 |
| Closeness and uncertainty aware adversarial examples detection in adversarial machine learning OF Tuna, FO Catak, MT Eskil Computers and Electrical Engineering 101, 107986, 2022 | 12 | 2022 |
| AI-powered Edge Computing Evolution for Beyond 5G Communication Networks E Kartsakli, J Perez-Romero, O Sallent, N Bartzoudis, V Frascella, ... 2023 Joint European Conference on Networks and Communications & 6G Summit …, 2023 | 5 | 2023 |
| BOUN-ISIK participation: an unsupervised approach for the named entity normalization and relation extraction of bacteria biotopes I Karadeniz, ÖF Tuna, A Özgür Proceedings of the 5th workshop on BioNLP open shared tasks, 150-157, 2019 | 5 | 2019 |
| Uncertainty as a Swiss army knife: new adversarial attack and defense ideas based on epistemic uncertainty OF Tuna, FO Catak, MT Eskil Complex & Intelligent Systems 9 (4), 3739-3757, 2023 | 4 | 2023 |
| Practical adversarial attacks against ai-driven power allocation in a distributed mimo network ÖF Tuna, FE Kadan, L Karaçay ICC 2023-IEEE International Conference on Communications, 759-764, 2023 | 4 | 2023 |
| Unreasonable effectiveness of last hidden layer activations for adversarial robustness OF Tuna, FO Catak, MT Eskil 2022 IEEE 46th Annual Computers, Software, and Applications Conference …, 2022 | 2 | 2022 |
| TENET: a new hybrid network architecture for adversarial defense OF Tuna, FO Catak, MT Eskil International Journal of Information Security 22 (4), 987-1004, 2023 | 1 | 2023 |
| Security of AI-Driven Beam Selection for Distributed MIMO in an Adversarial Setting ÖF Tuna, FE Kadan IEEE Access 12, 42028-42041, 2024 | | 2024 |
| A Flexible, Efficient and Robust Method for AI-driven Power Control in D-MIMO ÖF Tuna, FE Kadan 2023 IEEE International Mediterranean Conference on Communications and …, 2023 | | 2023 |
| A Novel Method to Mitigate Adversarial Attacks on AI-Driven Power Allocation in D-MIMO ÖF Tuna, FE Kadan 2023 IEEE International Black Sea Conference on Communications and …, 2023 | | 2023 |
| Using uncertainty metrics in adversarial machine learning as an attack and defense tool ÖF Tuna Işık Ünivresitesi, 2022 | | 2022 |
