Ali Burak Ünal
Orcid: 0000-0002-7279-620X
According to our database1,
Ali Burak Ünal
authored at least 15 papers
between 2016 and 2024.
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Bibliography
2024
FHAUC: Privacy Preserving AUC Calculation for Federated Learning using Fully Homomorphic Encryption.
CoRR, 2024
2023
Robust Representation Learning for Privacy-Preserving Machine Learning: A Multi-Objective Autoencoder Approach.
CoRR, 2023
A Privacy-Preserving Framework for Collaborative Machine Learning with Kernel Methods.
Proceedings of the 5th IEEE International Conference on Trust, 2023
ppAURORA: Privacy Preserving Area Under Receiver Operating Characteristic and Precision-Recall Curves.
Proceedings of the Network and System Security - 17th International Conference, 2023
2022
2021
CoRR, 2021
Bioinform., 2021
ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework.
Proceedings of the ETRA '20: 2020 Symposium on Eye Tracking Research and Applications, 2020
Privacy-preserving SVM on Outsourced Genomic Data via Secure Multi-party Computation.
Proceedings of the IWSPA@CODASPY '20: Proceedings ofthe Sixth International Workshop on Security and Privacy Analytics, 2020
2019
A Framework with Randomized Encoding for a Fast Privacy Preserving Calculation of Non-linear Kernels for Machine Learning Applications in Precision Medicine.
Proceedings of the Cryptology and Network Security - 18th International Conference, 2019
2016
CoRR, 2016