The privacy guarantees for P4Cleanroom customers (data owner) include:

• the protection of user data from being accessed by the cloud provider,

• the protection of user data from being leaked by the provided algorithms, and

• the whole P4Cleanroom services do not duplicate or retrain any user data after algorithm execution.

P4Cleanroom currently supports a set of RNA and Protein sequence prediction algorithms, including:

• LinearDesign: an mRNA design optimization algorithm

• LinearFold: a fast structure prediction algorithm for RNA sequences

The strong privacy guarantees from P4Cleanroom on Azure are based on a combination of advanced technologies through:

• The SGX hardware-based Trust Execution Environment from Intel

• The remote attestation framework from Azure confidential computing services.

• The Proof of Being Forgotten (PoBF) verification from Apache Teaclave.