A methodology for training homomorphicencryption friendly neural networks
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Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption
Zimerman, Itamar, Moran, Baruch, Drucker, Nir, Ezov, Gilad, Soceanu, Omri, Wolf, Lior
Published in arXiv.org (15.11.2023)
Published in arXiv.org (15.11.2023)
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Training Large Scale Polynomial CNNs for E2E Inference over Homomorphic Encryption
Moran, Baruch, Drucker, Nir, Ezov, Gilad, Goldberg, Yoav, Kushnir, Eyal, Lerner, Jenny, Soceanu, Omri, Zimerman, Itamar
Published in arXiv.org (11.06.2023)
Published in arXiv.org (11.06.2023)
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HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data
Aharoni, Ehud, Allon Adir, Moran, Baruch, Drucker, Nir, Ezov, Gilad, Farkash, Ariel, Greenberg, Lev, Masalha, Ramy, Moshkowich, Guy, Murik, Dov, Shaul, Hayim, Soceanu, Omri
Published in arXiv.org (01.01.2023)
Published in arXiv.org (01.01.2023)
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A Little Is Enough: Circumventing Defenses For Distributed Learning
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HE-PEx: Efficient Machine Learning under Homomorphic Encryption using Pruning, Permutation and Expansion
Aharoni, Ehud, Moran, Baruch, Bose, Pradip, Alper Buyuktosunoglu, Drucker, Nir, Pal, Subhankar, Pelleg, Tomer, Sarpatwar, Kanthi, Shaul, Hayim, Soceanu, Omri, Vaculin, Roman
Published in arXiv.org (07.07.2022)
Published in arXiv.org (07.07.2022)
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Deceiving End-to-End Deep Learning Malware Detectors using Adversarial Examples
Kreuk, Felix, Assi Barak, Aviv-Reuven, Shir, Moran, Baruch, Pinkas, Benny, Keshet, Joseph
Published in arXiv.org (10.01.2019)
Published in arXiv.org (10.01.2019)
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HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data
Aharoni, Ehud, Adir, Allon, Baruch, Moran, Drucker, Nir, Ezov, Gilad, Farkash, Ariel, Greenberg, Lev, Masalha, Ramy, Moshkowich, Guy, Murik, Dov, Shaul, Hayim, Soceanu, Omri
Published in Proceedings on Privacy Enhancing Technologies (01.01.2023)
Published in Proceedings on Privacy Enhancing Technologies (01.01.2023)
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PACKING MACHINE LEARNING MODELS USING PRUNING AND PERMUTATION
PAL, Subhankar, BUYUKTOSUNOGLU, Alper, VACULIN, Roman, AHARONI, Ehud, SOCEANU, Omri, SARPATWAR, Kanthi, DRUCKER, Nir, SHAUL, Hayim, BARUCH, Moran, BOSE, Pradip
Year of Publication 11.01.2024
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Year of Publication 11.01.2024
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PACKING MACHINE LEARNING MODELS USING PRUNING AND PERMUTATION
PAL, Subhankar, BUYUKTOSUNOGLU, Alper, VACULIN, Roman, AHARONI, Ehud, SOCEANU, Omri, SARPATWAR, Kanthi, DRUCKER, Nir, SHAUL, Hayim, BARUCH, Moran, BOSE, Pradip
Year of Publication 11.01.2024
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Year of Publication 11.01.2024
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