Reducing Risk of Model Inversion Using Privacy-Guided Training. - Abigail Goldsteen; Gilad Ezov; Ariel Farkash (CoRR, 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)

Anonymizing Machine Learning Models. - Abigail Goldsteen; Gilad Ezov; Ron Shmelkin; Micha Moffie; Ariel Farkash (DPM/CBT@ESORICS, 2021)

Cybersecurity for Industrial Internet of Things: Architecture, Models and Lessons Learned. - George Bravos; Antonio J. Cabrera; Camilo Correa; Dragan Danilovic; Nikolaos Evangeliou; Gilad Ezov; Zoran Gajica; Dusan Jakovetic; Leonidas Kallipolitis; Milan Lukic; Julien-Etienne Mascolo; Davide Masera; et al. (IEEE Access, 2022)

Data minimization for GDPR compliance in machine learning models. - Abigail Goldsteen; Gilad Ezov; Ron Shmelkin; Micha Moffie; Ariel Farkash (AI Ethics, 2022)

Complex Encoded Tile Tensors: Accelerating Encrypted Analytics. - Ehud Aharoni; Nir Drucker; Gilad Ezov; Hayim Shaul; Omri Soceanu (IEEE Secur. Priv., 2022)

Poster: Efficient AES-GCM Decryption Under Homomorphic Encryption. - Ehud Aharoni; Nir Drucker; Gilad Ezov; Eyal Kushnir; Hayim Shaul; Omri Soceanu (CCS, 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)

E2E near-standard and practical authenticated transciphering. - Ehud Aharoni; Nir Drucker; Gilad Ezov; Eyal Kushnir; Hayim Shaul; Omri Soceanu (IACR Cryptol. ePrint Arch., 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., 2023)

Polynomial Adaptation of Large-Scale CNNs for Homomorphic Encryption-Based Secure Inference. - Moran Baruch; Nir Drucker; Gilad Ezov; Yoav Goldberg; Eyal Kushnir; Jenny Lerner; Omri Soceanu; Itamar Zimerman (CSCML, 2024)

Converting Transformers to Polynomial Form for Secure Inference Over Homomorphic Encryption. - Itamar Zimerman; Moran Baruch; Nir Drucker; Gilad Ezov; Omri Soceanu; Lior Wolf (ICML, 2024)