Ali Burak Ünal
Orcid: 0000-0002-7279-620X
According to our database1,
Ali Burak Ünal
authored at least 21 papers
between 2016 and 2024.
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Bibliography
2024
Patterns, 2024
Privacy Preserving Federated Unsupervised Domain Adaptation with Application to Age Prediction from DNA Methylation Data.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Privacy Preserving Data Imputation via Multi-party Computation for Medical Applications.
CoRR, 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