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Synthetics
Generate unlimited synthesized datasets.
Transform
Perform privacy-preserving transformations on sensitive data.
Classify
Identify PII with advanced NLP detection.
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Product
Gretel's Platform
Gretel’s platform includes Synthetics, Transform, and Classify APIs to provide you with a complete set of tools to create safe data.
Synthetics
Generate unlimited synthesized datasets.
Transform
Perform privacy-preserving transformations on sensitive data.
Classify
Identify PII with advanced NLP detection.
Developers
Documentation
Get started creating safe data by reading our docs.
Install the gretel-client CLI tool.
Gretel CLI
REST API reference
Build your own workflows with Gretel's REST API.
Synthetic Data Community
Join our Discord to connect with the Gretel team and engage with our community.
GitHub
View our open source projects and SDKs on GitHub.
Getting started
Environment Setup
Architecture and Components
Configure your model
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Create Synthetic Data
Balance a Dataset
Redact Sensitive Data
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Generate Synthetic Databases with Gretel Relational
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Augmenting ML Datasets with Gretel and Vertex AI
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Gretel Blog
Marjan Emadi
Marjan Emadi
Marjan Emadi
December 1, 2022
Red Teaming Synthetic Data Models
How we implemented a practical attack on a synthetic data model to validate its ability to protect sensitive information under different parameter settings.
Read more...
AI
Synthetics
Data science
Privacy
Machine Learning
