HeLayers: A Tile Tensors Framework for Large Neural Networks on Encrypted Data
- Ehud Aharoni
- Allon Adir
- et al.
- 2023
- PETS 2023
Bio
My research interests involve cryptography and mathematics. In particular I'm interested in research questions related to improving the efficiency of homomorphic encryption schemes focusing on the underlying mathematics and algorithms.
I am a lifelong learner, hold a M.SC. in Mathematics from Tel-Aviv university, Israel. A Cryptography Researcher at IBM Research in the area of Homomorphic Encryption.
Publications
A methodology for training homomorphic encryption friendly neural networks
- Moran Baruch
- Nir Drucker
- et al.
- 2022
- SiMLA 2022
Poster: Secure SqueezeNet inference in 4 minutes
- Ehud Aharoni
- Moran Baruch
- et al.
- 2022
- S&P 2022
Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains
- Eyal Shnarch
- Leshem Choshen
- et al.
- 2020
- EMNLP 2020
Patents
- US
- 12113889
Top collaborators
ND
Nir Drucker
Researcher Scientist
NS
Noam Slonim
Distinguished Engineer, Language Models Utilization
ES
Eyal Shnarch
Manager, Language & Retrieval
EK
Eyal Kushnir
Cryptography researcher