Omri Soceanu

According to our database, Omri Soceanu authored at least 13 papers between 2010 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

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

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

Proc. Priv. Enhancing Technol., January, 2023

E2E near-standard and practical authenticated transciphering.

Ehud Aharoni, Nir Drucker, Gilad Ezov, Eyal Kushnir, Hayim Shaul, Omri Soceanu

IACR Cryptol. ePrint Arch., 2023

Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption.

Itamar Zimerman, Moran Baruch, Nir Drucker, Gilad Ezov, Omri Soceanu, Lior Wolf

CoRR, 2023

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

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

CoRR, 2023

Sensitive Tuning of Large Scale CNNs for E2E Secure Prediction using Homomorphic Encryption.

Moran Baruch, Nir Drucker, Gilad Ezov, Eyal Kushnir, Jenny Lerner, Omri Soceanu, Itamar Zimerman

CoRR, 2023

Efficient Pruning for Machine Learning Under Homomorphic Encryption.

Ehud Aharoni, Moran Baruch, Pradip Bose, Alper Buyuktosunoglu, Nir Drucker, Subhankar Pal, Tomer Pelleg, Kanthi K. Sarpatwar, Hayim Shaul, Omri Soceanu, Roman Vaculín

Proceedings of the Computer Security - ESORICS 2023, 2023

Poster: Efficient AES-GCM Decryption Under Homomorphic Encryption.

Ehud Aharoni, Nir Drucker, Gilad Ezov, Eyal Kushnir, Hayim Shaul, Omri Soceanu

Proceedings of the 2023 ACM SIGSAC Conference on Computer and Communications Security, 2023

2022

Complex Encoded Tile Tensors: Accelerating Encrypted Analytics.

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

IEEE Secur. Priv., 2022

HE-PEx: Efficient Machine Learning under Homomorphic Encryption using Pruning, Permutation and Expansion.

Ehud Aharoni, Moran Baruch, Pradip Bose, Alper Buyuktosunoglu, Nir Drucker, Subhankar Pal, Tomer Pelleg, Kanthi K. Sarpatwar, Hayim Shaul, Omri Soceanu, Roman Vaculín

CoRR, 2022

Privacy-Preserving Record Linkage Using Local Sensitive Hash and Private Set Intersection.

Allon Adir, Ehud Aharoni, Nir Drucker, Eyal Kushnir, Ramy Masalha, Michael Mirkin, Omri Soceanu

Proceedings of the Applied Cryptography and Network Security Workshops, 2022

2020

Tile Tensors: A versatile data structure with descriptive shapes for homomorphic encryption.

Ehud Aharoni, Allon Adir, Moran Baruch, Gilad Ezov, Ariel Farkash, Lev Greenberg, Ramy Masalha, Dov Murik, Omri Soceanu

CoRR, 2020

A Cloud-Based Anomaly Detection for IoT Big Data.

Omri Soceanu, Allon Adir, Ehud Aharoni, Lev Greenberg, Habtamu Abie

Proceedings of the Cyber-Physical Security for Critical Infrastructures Protection, 2020

2010

Object reidentification in real world scenarios across multiple non-overlapping cameras.

Guy Berdugo, Omri Soceanu, Yair Moshe, Dmitry Rudoy, Itsik Dvir

Proceedings of the 18th European Signal Processing Conference, 2010