What is DataFleets, from LiveRamp?
DataFleets is a cloud platform for unified and privacy-preserving enterprise data analytics powered by Federated Learning, aimed at making it easy to securely bridge data silos and create new data-driven products with strong network effects.
DataFleets' tech boasts support for a full suite of data science and machine learning tools, allowing no change in workflow and unparalleled performance.
Its open-source technology allows users to deploy Privacy Enhancing Technologies (PETs) such as federated learning, differential privacy, secure multi-party computation, homomorphic encryption, and attack-based privacy evaluation, so users will not need lossy data masking or tokenization.
Improve data security, privacy, and compliance
The vendor states DataFleets provides auditable security and privacy guarantees approved by regulators, upholding three best-practice principles:
No data ever moves from its original and secure location
No row-level data is ever exposed to an analyst
All analytics results are anonymized to best-in-class standards like GDPR, CCPA, and HIPAA
Learn more at www.datafleets.com
Categories & Use Cases
Videos
Screenshots
Multi-party Tensorflow and Keras models on private and distributed data
Technical Details
| Deployment Types | On-Premise, SaaS |
|---|---|
| Operating Systems | Windows, Linux, Mac |
| Mobile Application | No |
| Supported Countries | United States, Canada, UK, Spain, France, Germany, Sweden, Norway, Denmark, Netherlands, Poland, Italy, South Korea, Japan |
| Supported Languages | English |