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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Journal Article
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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Journal Article
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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Journal Article
TRAINING ARIMA TIME-SERIES MODELS UNDER FULLY HOMOMORPHIC ENCRYPTION USING APPROXIMATING POLYNOMIALS
KUSHNIR, Eyal, AHARONI, Ehud, SOCEANU, Omri, ADIR, Allon, MASALHA, Ramy
Year of Publication 29.08.2024
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Year of Publication 29.08.2024
Patent
Privacy-preserving record linkage using local sensitive hash and private set intersection
Allon Adir, Aharoni, Ehud, Drucker, Nir, Kushnir, Eyal, Masalha, Ramy, Mirkin, Michael, Soceanu, Omri
Published in arXiv.org (27.03.2022)
Published in arXiv.org (27.03.2022)
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PROCESSING COMPLEX PACKED TENSORS USING INTEGRATED CIRCUIT OF REAL AND COMPLEX PACKED TENSORS IN COMPLEX DOMAIN
EZOV, Gilad, AHARONI, Ehud, SOCEANU, Omri, SHAUL, Hayim, DRUCKER, Nir
Year of Publication 18.04.2024
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Year of Publication 18.04.2024
Patent
EFFICIENTLY BATCHING PRE-ENCRYPTED DATA FOR HOMOMORPHIC INFERENCE
VACULIN, Roman, AHARONI, Ehud, SOCEANU, Omri, SARPATWAR, Kanthi, RAYFIELD, James
Year of Publication 21.02.2024
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Year of Publication 21.02.2024
Patent