Multi-Party Collaboration

Signet Clean Room™

Collaborate on data you never have to share.

Overview

Collaborate on data you never have to share.

Signet Clean Room lets multiple organisations compute over shared data without exposing it — private set intersection, federated learning with differential privacy, and federated SQL, with jointly-signed Model Passports.

Capabilities

What it delivers

01

Private set intersection

Find overlaps without revealing either party's full dataset.

02

Federated learning + DP

Train across parties with differential-privacy budgets — data stays put.

03

Federated SQL

Query across organisations under policy.

04

Joint Model Passports

Signed provenance for jointly-trained models.

Standards & alignment

What it speaks

Differential privacyFederated learningPost-quantum
Status, stated honestly
Pre-GA.
Part of the Signet Data Trust Network Platform — built on Signet Core and the platform's shared cryptographic foundation.

Collaborate on data you never have to share.