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Efficient Pruning for Machine Learning Under Homomorphic Encryption.

, , , , , , , , , , and . ESORICS (4), volume 14347 of Lecture Notes in Computer Science, page 204-225. Springer, (2023)

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Sensitive Tuning of Large Scale CNNs for E2E Secure Prediction using Homomorphic Encryption., , , , , , and . CoRR, (2023)HE-PEx: Efficient Machine Learning under Homomorphic Encryption using Pruning, Permutation and Expansion., , , , , , , , , and 1 other author(s). CoRR, (2022)HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data., , , , , , , , , and 2 other author(s). Proc. Priv. Enhancing Technol., 2023 (1): 325-342 (January 2023)Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption., , , , , and . CoRR, (2023)A Methodology for Training Homomorphic Encryption Friendly Neural Networks., , , and . ACNS Workshops, volume 13285 of Lecture Notes in Computer Science, page 536-553. Springer, (2022)Efficient Pruning for Machine Learning Under Homomorphic Encryption., , , , , , , , , and 1 other author(s). ESORICS (4), volume 14347 of Lecture Notes in Computer Science, page 204-225. Springer, (2023)Tile Tensors: A versatile data structure with descriptive shapes for homomorphic encryption., , , , , , , , and . CoRR, (2020)Adversarial Examples on Discrete Sequences for Beating Whole-Binary Malware Detection., , , , , and . CoRR, (2018)A Little Is Enough: Circumventing Defenses For Distributed Learning., , and . NeurIPS, page 8632-8642. (2019)Fighting COVID-19 in the Dark: Methodology for Improved Inference Using Homomorphically Encrypted DNN., , and . CoRR, (2021)