← All use cases

Differential Privacy Analytics

Release aggregate statistics with formal privacy guarantees. Useful for telemetry, ad-tech, healthcare analytics.

Implemented by

Confium Privacy

Build privacy-preserving applications on proven crypto.

→ Product overview

Relevant to

Privacy App Developer

Build privacy-preserving applications on proven crypto.

→ Audience overview

How to evaluate

  1. 1. Read the relevant product overview

    Start with the product pages above for the architectural model.

  2. 2. Run the quickstart

    Each product page has a 5-minute quickstart that runs locally.

  3. 3. Read the spec

    Specs at /specs/PRODUCTS cover the protocol details.

  4. 4. Talk to us

    Open a Discussion on GitHub tagged `evaluation-help`.

Related use cases

Atomic Swaps (Adaptor Signatures)

Use adaptor signatures to construct atomic cross-chain swaps without trusted escrow.

MPC DKG

Run distributed key generation across N parties so that no party ever holds the full key.

VRF Randomness

Generate verifiable, unpredictable randomness for on-chain lotteries, leader election, and commit-reveal schemes.

Private Set Intersection

Two parties learn the intersection of their sets without revealing anything outside the intersection.