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Privacy-preserving SVM on Outsourced Genomic Data via Secure Multi-party Computation.

, , , and . IWSPA@CODASPY, page 61-69. ACM, (2020)

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Identification of Cancer Patient Subgroups via Smoothed Shortest Path Graph Kernel., and . CoRR, (2016)ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare., , and . CoRR, (2020)ESCAPED: Efficient Secure and Private Dot Product Framework for Kernel-based Machine Learning Algorithms with Applications in Healthcare., , and . AAAI, page 9988-9996. AAAI Press, (2021)Privacy-preserving SVM on Outsourced Genomic Data via Secure Multi-party Computation., , , and . IWSPA@CODASPY, page 61-69. ACM, (2020)Identifying disease-causing mutations with privacy protection., , , , and . Bioinform., 36 (21): 5205-5213 (2021)Privacy Preserving Gaze Estimation using Synthetic Images via a Randomized Encoding Based Framework., , , , and . ETRA Short Papers, page 21:1-21:5. ACM, (2020)FHAUC: Privacy Preserving AUC Calculation for Federated Learning using Fully Homomorphic Encryption., , and . CoRR, (2024)Towards a Complete Privacy Preserving Machine Learning Pipeline.. University of Tübingen, Germany, (2022)ppAURORA: Privacy Preserving Area Under Receiver Operating Characteristic and Precision-Recall Curves., , and . NSS, volume 13983 of Lecture Notes in Computer Science, page 265-280. Springer, (2023)A Privacy-Preserving Framework for Collaborative Machine Learning with Kernel Methods., , , , and . TPS-ISA, page 82-90. IEEE, (2023)