pycape
aws-nitro-enclaves-sdk-c
| pycape | aws-nitro-enclaves-sdk-c | |
|---|---|---|
| 3 | 1 | |
| 23 | 92 | |
| - | - | |
| 4.5 | 5.9 | |
| 7 months ago | 2 months ago | |
| Python | C | |
| Apache License 2.0 | Apache License 2.0 |
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pycape
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Confidential Optical Character Recognition Service With Cape
Cape has recently deployed a confidential optical character recognition (OCR) service. Anyone can try it through the Cape UI after signing up through Cape’s website. You can also integrate the confidential OCR service with your application using the cape-js and pycape SDKs. In this blog post, we will use this OCR service example to demonstrate how you can benefit from a machine learning service while maintaining users’ data confidentiality.
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Secure Sentiment Analysis with Enclaves
Cape provides a command line interface (CLI) and also a Python and JavaScript software development kits (SDKs) called pycape and cape-js that allow developers to deploy their apps and allow users to interact with them in a secure manner.
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Using a Random Forest Model for Fraud Detection in Confidential Computing
In addition to the platform itself, Cape also provides a CLI that enables its users to easily encrypt their input data, and deploy and run serverless functions with easy commands: cape encrypt, cape deploy, and cape run. Additionally, Cape also provides two SDKs: pycape and cape-js, which allow for using cape within Python and JavaScript programs respectively.
aws-nitro-enclaves-sdk-c
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Engineering with Enclaves
Enclaves are really useful, but I wish AWS would support an SDK in Go or another language. The current one is written in C: https://github.com/aws/aws-nitro-enclaves-sdk-c
There are some third party implementations available, but we'd worry too much about maintenance of those to use them. Something officially supported would really be helpful.
What are some alternatives?
cape-js - The Cape Privacy JavaScript SDK
nitriding - Tool kit for building networked services on top of AWS Nitro Enclaves.
functions - Sample functions for Cape Privacy
nitrogen - Nitrogen is a tool for deploying web services to AWS Nitro Enclaves.
cape-dataframes - Privacy transformations on Spark and Pandas dataframes backed by a simple policy language.
aws-nitro-enclaves-cli - Tooling for Nitro Enclave Management
veracruz - Main repository for the Veracruz privacy-preserving compute project, an adopted project of the Confidential Compute Consortium (CCC).
doctr - docTR (Document Text Recognition) - a seamless, high-performing & accessible library for OCR-related tasks powered by Deep Learning.
onnxruntime - ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator