Demo: Rotating Wide Tensors with HElayers

Ehud Aharoni; Nir Drucker; Hayim Shaul

doi:10.1145/3605774.3625524

Demo: Rotating Wide Tensors with HElayers

Ehud Aharoni, Nir Drucker, Hayim Shaul

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Tile tensor is a recent data structure accompanied by a rich language that fully homomorphic encryption (FHE) programmers can use to easily describe their solution. We demonstrate the tile tensor power by showing a technique that enables transparent handling of inputs larger than the selected ciphertext size. Specifically, we explain how to emulate large ciphertext operations using smaller ones without modifying the original packing design.

Original language	English
Title of host publication	Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML
Publisher	Association for Computing Machinery, Inc
Pages	3-5
Number of pages	3
ISBN (Electronic)	9798400702679
DOIs	https://doi.org/10.1145/3605774.3625524
State	Published - 30 Nov 2023
Externally published	Yes
Event	2023 Tutorial on Advanced HE Packing Methods with Applications to ML, Tutorial-HEPack4ML 2023 - Copenhagen, Denmark Duration: 30 Nov 2023 → …

Publication series

Name	Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML

Conference

Conference	2023 Tutorial on Advanced HE Packing Methods with Applications to ML, Tutorial-HEPack4ML 2023
Country/Territory	Denmark
City	Copenhagen
Period	30/11/23 → …

Bibliographical note

Publisher Copyright:
© 2023 Owner/Author.

Keywords

emulation.
helayers
homomorphic encryption (he)
packing techniques
secure computations
tile tensors

ASJC Scopus subject areas

Sociology and Political Science
Human-Computer Interaction

Access to Document

10.1145/3605774.3625524

Cite this

Aharoni, E., Drucker, N., & Shaul, H. (2023). Demo: Rotating Wide Tensors with HElayers. In Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML (pp. 3-5). (Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML). Association for Computing Machinery, Inc. https://doi.org/10.1145/3605774.3625524

Aharoni, Ehud ; Drucker, Nir ; Shaul, Hayim. / Demo : Rotating Wide Tensors with HElayers. Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML. Association for Computing Machinery, Inc, 2023. pp. 3-5 (Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML).

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abstract = "Tile tensor is a recent data structure accompanied by a rich language that fully homomorphic encryption (FHE) programmers can use to easily describe their solution. We demonstrate the tile tensor power by showing a technique that enables transparent handling of inputs larger than the selected ciphertext size. Specifically, we explain how to emulate large ciphertext operations using smaller ones without modifying the original packing design.",

keywords = "emulation., helayers, homomorphic encryption (he), packing techniques, secure computations, tile tensors",

author = "Ehud Aharoni and Nir Drucker and Hayim Shaul",

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year = "2023",

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doi = "10.1145/3605774.3625524",

language = "English",

series = "Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML",

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Aharoni, E, Drucker, N & Shaul, H 2023, Demo: Rotating Wide Tensors with HElayers. in Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML. Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML, Association for Computing Machinery, Inc, pp. 3-5, 2023 Tutorial on Advanced HE Packing Methods with Applications to ML, Tutorial-HEPack4ML 2023, Copenhagen, Denmark, 30/11/23. https://doi.org/10.1145/3605774.3625524

Demo: Rotating Wide Tensors with HElayers. / Aharoni, Ehud; Drucker, Nir; Shaul, Hayim.
Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML. Association for Computing Machinery, Inc, 2023. p. 3-5 (Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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Aharoni E, Drucker N, Shaul H. Demo: Rotating Wide Tensors with HElayers. In Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML. Association for Computing Machinery, Inc. 2023. p. 3-5. (Tutorial-HEPack4ML 2023 - Proceedings of the 2023 Tutorial on Advanced HE Packing Methods with Applications to ML). doi: 10.1145/3605774.3625524

Demo: Rotating Wide Tensors with HElayers

Abstract

Publication series

Conference

Bibliographical note

Keywords

ASJC Scopus subject areas

Access to Document

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