P4Cleanroom is a confidential cloud service for hosting computational biology algorithms as SaaS services on the cloud. Computational biology researchers can publish their algorithms on P4Cleanroom as a SaaS service to customers, such as researchers in pharmaceutical companies and health care institutes. P4Cleanroom provides the strongest privacy guarantees on the cloud to its customers to ensure no one else can copy or retain customers' data. P4Cleanroom provides such strong privacy protection through a combination of hardware-based Trusted Execution Environments and software-based privacy protection verification technologies.

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.

P4Cleanroom北京百度网讯科技有限公司

P4Cleanroom

北京百度网讯科技有限公司

P4Cleanroom

北京百度网讯科技有限公司

P4Cleanroom
北京百度网讯科技有限公司