amartya18x / tapas
Tricks for Accelerating (encrypted) Prediction As a Service
☆19Updated 5 years ago
Alternatives and similar repositories for tapas:
Users that are interested in tapas are comparing it to the libraries listed below
- Fast Homomorphic Evaluation of Deep Discretized Neural Networks☆44Updated 7 years ago
- ☆30Updated 3 years ago
- Privacy -preserving Neural Networks☆78Updated 6 years ago
- A curated list of resources for privacy-preserving machine learning☆149Updated 3 years ago
- Privacy Preserving Convolutional Neural Network using Homomorphic Encryption for secure inference☆48Updated 3 years ago
- A compiled list of resources and materials for PPML☆9Updated 2 years ago
- Fast Privacy-Preserving Machine Learning on the GPU☆79Updated 3 years ago
- Fast, Verifiable and Private Execution of Neural Networks in Trusted Hardware☆162Updated last year
- A implementation of Privacy Buckets: A numerical tool to calculate privacy loss☆11Updated 2 years ago
- Low-Interaction Privacy-Preserving Deep Learning via Function Secret Sharing☆52Updated 3 years ago
- ☆36Updated 2 months ago
- ☆8Updated 3 years ago
- Private and Reliable Neural Network Inference (CCS '22)☆18Updated last year
- A Cryptographic Inference Service for Neural Networks☆126Updated 5 months ago
- A mathematical and code introduction to the BFV Homomorphic Encryption scheme.☆38Updated 2 years ago
- Secure Linear Regression in the Semi-Honest Two-Party Setting.☆39Updated 5 years ago
- Privacy-Preserving Convolutional Neural Networks using Homomorphic Encryption☆77Updated 5 months ago
- Privacy-preserving Deep Learning based on homomorphic encryption (HE)☆33Updated 3 years ago
- ☆32Updated last year
- Bridge between TensorFlow and the Microsoft SEAL homomorphic encryption library☆95Updated 4 years ago
- an implementation of CryptoNets☆11Updated 6 years ago
- An implementation of BGV-FHE scheme☆26Updated 6 years ago
- Implementation of protocols in SecureNN.☆128Updated 2 years ago
- NFGen: Automatic Non-Linear Function Evaluation Code Generator for General-purpose MPC Platforms☆19Updated 11 months ago
- ☆66Updated 6 years ago
- Implementation of protocols in Falcon☆93Updated 5 months ago
- nGraph-HE: Deep learning with Homomorphic Encryption (HE) through Intel nGraph☆172Updated 2 years ago
- Proof of concept for CryptoDL made for BigSec course @ EURECOM☆19Updated 5 years ago
- 📊 Privacy Preserving Medical Data Analytics using Secure Multi Party Computation. An End-To-End Use Case. A. Giannopoulos, D. Mouris M.S…☆20Updated last year
- ☆12Updated 3 years ago