View secretflow-lite on Snyk Open Source Advisor

Package Health Score

75 / 100

security
Security review needed
popularity
Recognized
maintenance
Healthy
community
Active

Popularity

Recognized

GitHub Stars: 2.36K
Forks: 409
Contributors: 80

Direct Usage Popularity

Based on project statistics from the GitHub repository for the PyPI package secretflow-lite, we found that it has been starred 2,364 times.

Security

Security review needed

Security and license risk for latest version

Release Date: Dec 23, 2024
Direct Vulnerabilities: 0
C
0
H
0
M
0
L
Indirect Vulnerabilities: 0
C
0
H
0
M
0
L
License Risk: 0
H
0
M
0
L

All security vulnerabilities belong to production dependencies of direct and indirect packages.

License

Apache-2.0

Security Policy

Yes

You can connect your project's repository to Snyk to stay up to date on security alerts and receive automatic fix pull requests.

Keep your project free of vulnerabilities with Snyk

Maintenance

Healthy

Commit Frequency

Open Issues: 108
Open PR: 20
Last Release: 4 days ago
Last Commit: 17 days ago

Further analysis of the maintenance status of secretflow-lite based on released PyPI versions cadence, the repository activity, and other data points determined that its maintenance is Healthy.

We found that secretflow-lite demonstrates a positive version release cadence with at least one new version released in the past 3 months.

As a healthy sign for on-going project maintenance, we found that the GitHub repository had at least 1 pull request or issue interacted with by the community.

Community

Active

Readme: Yes
Contributing.md: Yes
Code of Conduct: No
Contributors: 80
Funding: No

With more than 10 contributors for the secretflow-lite repository, this is possibly a sign for a growing and inviting community.

We found a way for you to contribute to the project! Looks like secretflow-lite is missing a Code of Conduct.

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Ensure all the packages you're using are healthy and well-maintained

Snyk Vulnerability Scanner

Get health score & security insights directly in your IDE

Package

Python Versions Compatibility: Unspecified

Age: 2 years
Latest Release: 4 days ago
Dependencies: 2 Direct / 25 Total
Versions: 53
Maintainers: 0
Wheels: Linux, macOS

Readme

简体中文｜English

SecretFlow is a unified framework for privacy-preserving data intelligence and machine learning. To achieve this goal, it provides:

An abstract device layer consists of plain devices and secret devices which encapsulate various cryptographic protocols.
A device flow layer modeling higher algorithms as device object flow and DAG.
An algorithm layer to do data analysis and machine learning with horizontal or vertical partitioned data.
A workflow layer that seamlessly integrates data processing, model training, and hyperparameter tuning.

Documentation

SecretFlow

SecretFlow Related Projects

Kuscia: A lightweight privacy-preserving computing task orchestration framework based on K3s.
SCQL: A system that allows multiple distrusting parties to run joint analysis without revealing their private data.
SPU: A provable, measurable secure computation device, which provides computation ability while keeping your private data protected.
HEU: A high-performance homomorphic encryption algorithm library.
YACL: A C++ library that contains cryptography, network and io modules which other SecretFlow code depends on.

Install

Please check INSTALLATION.md

Deployment

Please check DEPLOYMENT.md

Learn PETs

We also provide a curated list of papers and SecretFlow's tutorials on Privacy-Enhancing Technologies (PETs).

Please check AWESOME-PETS.md

Contributing

Please check CONTRIBUTING.md

Benchmarks

Please check OVERALL_BENCHMARK.md

Disclaimer

Non-release versions of SecretFlow are prohibited from using in any production environment due to possible bugs, glitches, lack of functionality, security issues or other problems.

secretflow-lite dependencies

click numpy

FAQs

What is secretflow-lite?

SecretFlow Lite. Visit Snyk Advisor to see a full health score report for secretflow-lite, including popularity, security, maintenance & community analysis.

Is secretflow-lite popular?

The python package secretflow-lite receives a total of 1,522 weekly downloads. As such, secretflow-lite popularity was classified as a recognized. Visit the popularity section on Snyk Advisor to see the full health analysis.

Is secretflow-lite well maintained?

We found that secretflow-lite demonstrated a healthy version release cadence and project activity. It has a community of 80 open source contributors collaborating on the project. See the full package health analysis to learn more about the package maintenance status.

Is secretflow-lite safe to use?

While scanning the latest version of secretflow-lite, we found that a security review is needed. A total of 0 vulnerabilities or license issues were detected. See the full security scan results.

Last updated on 24 December-2024, at 11:28 (UTC).

Build a secure application checklist

Select a recommended open source package

Minimize your risk by selecting secure & well maintained open source packages

DONE

Scan your app for vulnerabilities

Scan your application to find vulnerabilities in your: source code, open source dependencies, containers and configuration files

SCAN NOW

Fix identified vulnerabilities

Easily fix your code by leveraging automatically generated PRs

AUTO FIX

Monitor for new issues

New vulnerabilities are discovered every day. Get notified if your application is affected

MONITOR APP

secretflow-lite

SecretFlow Lite For more information about how to use this package see README

Ensure you're using the healthiest python packages

Package Health Score

Popularity

Direct Usage Popularity

Security

Security and license risk for latest version

Maintenance

Commit Frequency

Community

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Package

Readme

Documentation

SecretFlow Related Projects

Install

Deployment

Learn PETs

Contributing

Benchmarks

Disclaimer

secretflow-lite dependencies

FAQs

What is secretflow-lite?

Is secretflow-lite popular?

Is secretflow-lite well maintained?

Is secretflow-lite safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Fix identified vulnerabilities

Monitor for new issues

Package Health Score

Direct Usage Popularity

Security and license risk for latest version

Commit Frequency

Embed Package Health Score Badge

Keep your project healthy

Check your requirements.txt

Snyk Vulnerability Scanner

Readme

Documentation

SecretFlow Related Projects

Install

Deployment

Learn PETs

Contributing

Benchmarks

Disclaimer

secretflow-lite dependencies

FAQs

What is secretflow-lite?

Is secretflow-lite popular?

Is secretflow-lite well maintained?

Is secretflow-lite safe to use?

Build a secure application checklist

Select a recommended open source package

Scan your app for vulnerabilities

Source Code

Open Source

Container

Config

Fix identified vulnerabilities

Monitor for new issues