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https://github.com/kiprotect/kodex
A privacy and security engineering toolkit: Discover, understand, pseudonymize, anonymize, encrypt and securely share sensitive and personal data: Privacy and security as code.
https://github.com/kiprotect/kodex
anonymization anonymize ccpa compliance consent-management encryption gdpr privacy privacy-engineering privacy-enhancing-technologies privacy-protection privacyops pseudonymization pseudonymize security security-engineering securityops
Last synced: about 3 hours ago
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A privacy and security engineering toolkit: Discover, understand, pseudonymize, anonymize, encrypt and securely share sensitive and personal data: Privacy and security as code.
- Host: GitHub
- URL: https://github.com/kiprotect/kodex
- Owner: kiprotect
- License: agpl-3.0
- Created: 2020-07-16T18:33:03.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2024-08-11T07:21:50.000Z (3 months ago)
- Last Synced: 2024-08-11T08:32:15.597Z (3 months ago)
- Topics: anonymization, anonymize, ccpa, compliance, consent-management, encryption, gdpr, privacy, privacy-engineering, privacy-enhancing-technologies, privacy-protection, privacyops, pseudonymization, pseudonymize, security, security-engineering, securityops
- Language: Go
- Homepage: https://heykodex.com
- Size: 3.86 MB
- Stars: 109
- Watchers: 9
- Forks: 16
- Open Issues: 6
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Metadata Files:
- Readme: README.md
- License: LICENSE
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- awesome-privacy-engineering - Kodex - An open-source toolkit for privacy and security engineering. It helps you to automate data security and data protection measures in your data engineering workflows. (Awesome Privacy Engineering [![Awesome](https://awesome.re/badge.svg)](https://awesome.re) / De-Identification and Anonymization)
README
![](https://heykodex.com/static/images/logos/kodexlogo-blue.png)
**Kodex (Community Edition - CE)** is an open-source toolkit for
**privacy and security engineering**. It helps you to automate data
security and data protection measures in your data engineering workflows.
It offers the following functionality:- Read data items from a variety of sources such as files, databases or
message queues.
- Protect these data items using various privacy- & security enhancing
transformations, like de-identification, masking, pseudonymization,
anonymization or encryption.
- Send the protected items to a variety of destinations.With Kodex, you can describe your data protection and data security
workflows using a simple, declarative configuration language: Just like DevOps
tools let you describe infrastructure as code, Kodex is a **PrivacyOps** &
**SecurityOps** tool that let you describe **privacy and security measures
as code**.Kodex takes care of the boring and difficult aspects of privacy, such as
- **Key management**: Kodex manages encryption and pseudonymization
keys for you (if you want that).
- **Parameter management**: Kodex keeps track of how every single data item
was processed so you can prove the compliance of your data workflows
and create an audit trail.
- **Data transformation**: Kodex implements modern cryptographic and
statistical techniques to protect your data.# Getting started
To download and install Kodex from source, simply run
git clone https://github.com/kiprotect/kodex
cd kiprotectmake
make install# Documentation
You can find the official documentation at https://heykodex.com/docs.
# Transforming data
Kodex reads its configuration from so-called blueprints. To get an idea
of how this works, check out our
[blueprints repository](https://github.com/kiprotect/blueprints), which contains
example blueprints together with instructions on how to run them. You can
install these blueprints via Kodex (requires Internet access):kodex blueprints download
Alternatively, you can copy them to your machine manually, please refer to the
[documentation](https://heykodex.com/docs/blueprints) for more details.
To then run the pseudonymization example, simply type# pseudonymize the example data and write it to a file named 'pseudonymized.json'
kodex run pseudonymization/examples/data-types/pseudonymize# depseudonymize the data again and print the result on stdout
kodex run pseudonymization/examples/data-types/depseudonymizeThat's it! Kodex takes care of generating and storing cryptographic
parameters for the pseudonymization. If you want to manually enter a key instead
to generate parameters, you can do that too:# pseudonymize the data with a user-supplied key
kodex run pseudonymization/examples/data-types/pseudonymize-with-key# depseudonymize with a key as well
kodex run pseudonymization/examples/data-types/depseudonymize-with-key# Running the tests
Kodex comes with a suite of automated unit tests, which you can run with
Make:make test
## Testing Plugins
The plugin test may fail with an error message "plugin was built with a different version of package internal/cpu"
which can occur if the compile flags used for compiling the main code and the plugin differ. This might happen
e.g. if you perform race condition detection tests. To fix the problem, go to the plugin folder and runmake clean
make# Running the benchmarks
Kodex also comes with a number of benchmarks that you can run as follows:
make bench
# Status & Roadmap
This is still an early version of Kodex and does not contain many features
yet. We will progressively port more functionality from our Enterprise Edition
(EE). The following features are next up on our list:- **Anonymization**: Anonymize streaming data using differentially private
aggregations.
- **Discovery**: Discover sensitive and personal information in your structured
and unstructured data.
- **Encryption**: Encrypt and decrypt structured data.
- **Data Mapping**: Analyze and map your data infrastructure.
- **Consent Management**: Manage and enforce processing purposes and
user consent for all your data streams.# Enterprise Edition
Our open-source work is made possible by commercially offering a **Kodex
enterprise edition (EE)**, which extends the community edition (CE) with
functionality that supports a deployment of Kodex in a professional
enterprise environment. It includes e.g. the following functionality:- Advanced, SQL-based configuration & parameter management and storage.
- REST-based API to control all Kodex functionality.
- Web interface to manage and monitor data streams.
- More advanced data transformations.
- Role-based access control mechanism.Are you interested to learn more about Kodex EE? Just visit
[our website](https://heykodex.com) or [get in touch with us](mailto:[email protected])!# License
Kodex is currently licensed under the Affero GPL license, version 3 (AGPL-3.0). See the
[license file](LICENSE) for details. In addition, we also offer a commercial license
that allow you to directly integrate the Kodex code into closed-source software
without disclosing your own code. If you're interested in buying a commercial license,
[please get in touch with us](mailto:[email protected]).## Why Affero GPL?
The Affero GPL license is a strong copyleft license that allows you to freely use
Kodex for commercial and non-commercial purposes. If you use the software as a
standalone tool without integrating it with your own software code (i.e. you do not
import and compile it as a Go library in your own Go code) its use will not
affect your own software code in any way. In that respect, Kodex can be used
as freely as other Linux tools provided under a GPL license.However, if you integrate the Kodex code with your own software code and distribute
or offer that software as a web service, you will have to make the source
code of your software available under a compatible license. Similarly, if you modify
or extend Kodex and either distribute it or offer it as a service you will have
to make the source code of your changes available as well. This ensures that improvements
which you make to Kodex will benefit the entire user community.## I need a different license
If you have trouble using Kodex-CE due to the license terms, please
[get in touch with us](mailto:[email protected]). We offer a commercial license
that enables you to integrate Kodex with your own software code without
being affected by the terms of the AGPL license.# Contact us
Do you have trouble getting Kodex to run? Do you want to suggest a new
feature or report a bug? Please open an issue in this issue tracker. If
it's something that you'd like to discuss directly with us, please
[send us an e-mail]([email protected]), we love to hear from you!# Spread the word
Are you using Kodex in your organization and like it? Please let the world
know! Spreading the word about it and giving us feedback helps us to improve
the software.