FHENDI: A Near-DRAM Accelerator for Compiler-Generated Fully Homomorphic Encryption Applications

Authors: Park, Yongmo, Amarnath, Aporva, Pal, Subhankar, Swaminathan, Karthik, Buyuktosunoglu, Alper, Shaul, Hayim, Aharoni, Ehud, Drucker, Nir, Lu, Wei D., Soceanu, Omri, Bose, Pradip

Source: 2025 IEEE International Symposium on High Performance Computer Architecture (HPCA) HPCA High Performance Computer Architecture (HPCA), 2025 IEEE International Symposium on. :1127-1142 Mar, 2025

Relation: 2025 IEEE International Symposium on High Performance Computer Architecture (HPCA)

Efficient Privacy-Preserving Viral Strain Classification via k-mer Signatures and FHE

Authors: Akavia, Adi, Galili, Ben, Shaul, Hayim, Weiss, Mor, Yakhini, Zohar

Source: 2023 IEEE 36th Computer Security Foundations Symposium (CSF) CSF Computer Security Foundations Symposium (CSF), 2023 IEEE 36th. :489-504 Jul, 2023

Relation: 2023 IEEE 36th Computer Security Foundations Symposium (CSF)

Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection

Authors: Kadhe, Swanand Ravindra, Ludwig, Heiko, Baracaldo, Nathalie, King, Alan, Zhou, Yi, Houck, Keith, Rawat, Ambrish, Purcell, Mark, Holohan, Naoise, Takeuchi, Mikio, Kawahara, Ryo, Drucker, Nir, Shaul, Hayim, Kushnir, Eyal, Soceanu, Omri

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2310.19304

Generating One-Hot Maps under Encryption

Authors: Aharoni, Ehud, Drucker, Nir, Kushnir, Eyal, Masalha, Ramy, Shaul, Hayim

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2306.06739

Efficient Pruning for Machine Learning Under Homomorphic Encryption

Authors: Aharoni, Ehud, Baruch, Moran, Bose, Pradip, Buyuktosunoglu, Alper, Drucker, Nir, Pal, Subhankar, Pelleg, Tomer, Sarpatwar, Kanthi, Shaul, Hayim, Soceanu, Omri, Vaculin, Roman

Source: In: Tsudik, G., Conti, M., Liang, K., Smaragdakis, G. (eds) Computer Security - ESORICS 2023. ESORICS 2023. Lecture Notes in Computer Science, vol 14347. Springer, Cham

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2207.03384

HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data

Authors: Aharoni, Ehud, Adir, Allon, Baruch, Moran, Drucker, Nir, Ezov, Gilad, Farkash, Ariel, Greenberg, Lev, Masalha, Ramy, Moshkowich, Guy, Murik, Dov, Shaul, Hayim, Soceanu, Omri

Subject Terms: Computer Science - Cryptography and Security, Computer Science - Machine Learning, E.1, E.3

Access URL: http://arxiv.org/abs/2011.01805

BLEACH: Cleaning Errors in Discrete Computations Over CKKS.

Authors: Drucker, Nir¹, drucker.nir@gmail.com, Moshkowich, Guy¹, Pelleg, Tomer¹, Shaul, Hayim¹

Source: Journal of Cryptology; Mar2024, Vol. 37 Issue 1, p1-35, 35p

Secure $k$-ish Nearest Neighbors Classifier

Authors: Shaul, Hayim, Feldman, Dan, Rus, Daniela

Subject Terms: Computer Science - Data Structures and Algorithms, Computer Science - Computational Geometry, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/1801.07301

Secure Search on the Cloud via Coresets and Sketches

Authors: Akavia, Adi, Feldman, Dan, Shaul, Hayim

Subject Terms: Computer Science - Cryptography and Security, F.2.1, F.2.2

Access URL: http://arxiv.org/abs/1708.05811

Semi-algebraic Range Reporting and Emptiness Searching with Applications

Authors: Sharir, Micha, Shaul, Hayim

Subject Terms: Computer Science - Computational Geometry

Access URL: http://arxiv.org/abs/0908.4061

Semialgebraic range reporting and emptiness searching with applications.

Authors: Sharir, Micha, Shaul, Hayim

Source: SIAM Journal on Computing; June 2011, Vol. 40 Issue 4, p1045-1074, 30p

System and method for analyzing and controlling epidemics

Method and system for accelerating receipt of data in a client to client network

Method and system for accelerating receipt of data in a client to client network

Method and system for accelerating receipt of data in a client to client network

APPARATUS AND METHOD FOR REPRESENTING A SEQUENCE OF CONTENT AS PROJECTIONS FOR RECONSTRUCTING THE SEQUENCE AT FULL OR LOWER QUALITY

Complex Encoded Tile Tensors: Accelerating Encrypted Analytics.

Authors: Aharoni, Ehud, Drucker, Nir, Ezov, Gilad, Shaul, Hayim, Soceanu, Omri

Source: IEEE Security & Privacy; Sep/Oct2022, Vol. 20 Issue 5, p35-43, 9p

Method and system for accelerating receipt of data in a client to client network

Ray shooting and stone throwing with near-linear storage

Authors: Sharir, Micha, Shaul, Hayim

Source: In Computational Geometry: Theory and Applications 2005 30(3):239-252

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