Omri Soceanu

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 13

Top Topics

Homomorphic Encryption

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Itamar Zimerman, Moran Baruch, Nir Drucker, Gilad Ezov, Omri Soceanu, Lior Wolf
Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption. CoRR (2023)
Moran Baruch, Nir Drucker, Gilad Ezov, Eyal Kushnir, Jenny Lerner, Omri Soceanu, Itamar Zimerman
Sensitive Tuning of Large Scale CNNs for E2E Secure Prediction using Homomorphic Encryption. CoRR (2023)
Ehud Aharoni, Nir Drucker, Gilad Ezov, Eyal Kushnir, Hayim Shaul, Omri Soceanu
Poster: Efficient AES-GCM Decryption Under Homomorphic Encryption. CCS (2023)
Ehud Aharoni, Moran Baruch, Pradip Bose, Alper Buyuktosunoglu, Nir Drucker, Subhankar Pal, Tomer Pelleg, Kanthi K. Sarpatwar, Hayim Shaul, Omri Soceanu, Roman Vaculín
Efficient Pruning for Machine Learning Under Homomorphic Encryption. ESORICS (4) (2023)
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
Privacy-Preserving Federated Learning over Vertically and Horizontally Partitioned Data for Financial Anomaly Detection. CoRR (2023)
Ehud Aharoni, Nir Drucker, Gilad Ezov, Eyal Kushnir, Hayim Shaul, Omri Soceanu
E2E near-standard and practical authenticated transciphering. IACR Cryptol. ePrint Arch. 2023 (2023)
Ehud Aharoni, Allon Adir, Moran Baruch, Nir Drucker, Gilad Ezov, Ariel Farkash, Lev Greenberg, Ramy Masalha, Guy Moshkowich, Dov Murik, Hayim Shaul, Omri Soceanu
HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data. Proc. Priv. Enhancing Technol. 2023 (1) (2023)
Ehud Aharoni, Nir Drucker, Gilad Ezov, Hayim Shaul, Omri Soceanu
Complex Encoded Tile Tensors: Accelerating Encrypted Analytics. IEEE Secur. Priv. 20 (5) (2022)
Allon Adir, Ehud Aharoni, Nir Drucker, Eyal Kushnir, Ramy Masalha, Michael Mirkin, Omri Soceanu
Privacy-Preserving Record Linkage Using Local Sensitive Hash and Private Set Intersection. ACNS Workshops (2022)
Ehud Aharoni, Moran Baruch, Pradip Bose, Alper Buyuktosunoglu, Nir Drucker, Subhankar Pal, Tomer Pelleg, Kanthi K. Sarpatwar, Hayim Shaul, Omri Soceanu, Roman Vaculín
HE-PEx: Efficient Machine Learning under Homomorphic Encryption using Pruning, Permutation and Expansion. CoRR (2022)
Allon Adir, Ehud Aharoni, Nir Drucker, Eyal Kushnir, Ramy Masalha, Michael Mirkin, Omri Soceanu
Privacy-preserving record linkage using local sensitive hash and private set intersection. CoRR (2022)
Omri Soceanu, Allon Adir, Ehud Aharoni, Lev Greenberg, Habtamu Abie
A Cloud-Based Anomaly Detection for IoT Big Data. CPS4CIP (2020)
Ehud Aharoni, Allon Adir, Moran Baruch, Gilad Ezov, Ariel Farkash, Lev Greenberg, Ramy Masalha, Dov Murik, Omri Soceanu
Tile Tensors: A versatile data structure with descriptive shapes for homomorphic encryption. CoRR (2020)
Guy Berdugo, Omri Soceanu, Yair Moshe, Dmitry Rudoy, Itsik Dvir
Object reidentification in real world scenarios across multiple non-overlapping cameras. EUSIPCO (2010)