PipelineDP

Open source

Open-source framework for differentially private aggregation of large datasets.

by OpenMinedOfficial site ↗Source code ↗

Pricing: free
License: open-source
Open source: Yes

Editorial review

PipelineDP has not yet been editorially reviewed. User reviews and published field data below are unaffected — we say so rather than implying an editorial verdict.

Facts & attributes

Every value carries its evidence state. “—” means unknown — never a silent default (P-02).

Identity · Taxonomy

Tags(open-source;cloud-native): differential-privacy, apache-spark, apache-beam, open-sourceVerification pending

Platform · Deployment

Delivery model(SaaS;self-hosted;desktop;mobile;embedded;managed-cloud;appliance): self-hostedVerification pending

Pricing · Licensing

License model(proprietary;open-source;source-available;dual-license): open-sourceVerification pending
Pricing model(free;subscription;usage;seat;asset;transaction;revenue-share;perpetual;custom): freeVerification pending
Source repository(HTTPS URL): https://github.com/OpenMined/PipelineDPVerified
SPDX license IDs(Apache-2.0;MIT): Apache-2.0Verified

Features · Product · Fit

Core capabilities(authoring;automation;analytics): Differentially private data aggregation on huge datasets, Runs on batch processing systems such as Apache Spark and Apache Beam, Utility analysis of how PipelineDP changes your data, Hyperparameter tuning for increasing utility, Efficient auditing of massive datasetsVerification pending

Audience · Use · Case

Best for(Neutral editorial summary): Engineers running differentially private aggregations on massive datasets with Spark or BeamVerification pending
Primary use cases(build;monitor;automate): Privacy-preserving user data aggregation, Large-scale batch analytics, Privacy-preserving dataset auditingVerification pending

Lifecycle · Versioning

Maintenance status(active;maintenance;deprecated;EOL;archived): activeVerification pending

Vendor · Maintainer

Vendor type(commercial;foundation;community;government;consortium;individual): communityVerification pending

User reviews

Review policy

No published reviews yet.