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Membership Mappings for Practical Secure Distributed Deep Learning

, , , and . IEEE Transactions on Fuzzy Systems, 31 (8): 2617-2631 (August 2023)
DOI: 10.1109/TFUZZ.2023.3235440

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Twenty Years of Successful Translational Research: A Case Study of Three COMET Centers., , , , , , and . DEXA Workshops, volume 1633 of Communications in Computer and Information Science, page 155-166. Springer, (2022)Beyond federated learning: On confidentiality-critical machine learning applications in industry., , , , , , , , and . ISM, volume 180 of Procedia Computer Science, page 734-743. Elsevier, (2020)Evaluation of Deep Learning Architectures for Complex Immunofluorescence Nuclear Image Segmentation, , , , , , , , and . IEEE Transactions on Medical Imaging, 40 (7): 1934-1949 (July 2021)Beyond federated learning: On confidentiality-critical machine learning applications in industry, , , , , , , , and . Procedia Computer Science, (2021)Membership-Mappings for Practical Secure Distributed Deep Learning, , , and . (2022)cite arxiv:2204.05765.Nunc profana tractemus. Detecting Code-Switching in a Large Corpus of 16th Century Letters., , , , , , and . LREC, page 2901-2908. European Language Resources Association, (2022)Towards Practical Secure Privacy-Preserving Machine (Deep) Learning with Distributed Data., , , and . DEXA Workshops, volume 1633 of Communications in Computer and Information Science, page 55-66. Springer, (2022)Secure Federated Learning with Kernel Affine Hull Machines., , and . ESANN, (2023)Beyond federated learning: On confidentiality-critical machine learning applications in industry, , , , , , , , and . Procedia Computer Science, (2021)Proceedings of the 2nd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2020).Information Theoretic Evaluation of Privacy-Leakage, Interpretability, and Transferability for a Novel Trustworthy AI Framework., , , and . CoRR, (2021)