QORA
SolanaOpen workspacePrivate inputs. Powerful outcomes.
Confidential computation with verifiable results on Solana.
SolanaBuilt for confidentialityFYpFjKdLD1MRjq5cbvbnwmAeUDNxe1LrVRyvCDWwpumpQ. Can I compute on sensitive data without exposing it?
Private input · verifiable output · encrypted workload
Encrypt the input, execute in a protected environment, and verify the result. Your application receives the answer without publishing the underlying data.
QORA is designed to connect encrypted workloads to Solana applications. Define an access policy and request a verifiable result.
// Architecture pseudocode input → encrypt(data, sessionKey) worker → execute(encryptedInput) proof → verify(result, policy) solana → record(commitment)
Q. Can I run a model without revealing its inputs?
Proposed confidential compute flow
The proposed architecture separates encrypted inputs, protected execution, and result verification. Security properties depend on the implementation and review.
Connect applications to confidential compute workers. Keep secrets off the public ledger while making outcomes independently verifiable.
Q. Who can read my application data?
Policy-controlled access · encrypted by default
Only authorized participants should access plaintext. Applications publish verification artifacts rather than sensitive source data.
Selective disclosure is designed to let applications prove a claim while keeping the underlying information confidential.
A confidential request
Research into application-layer post-quantum key protection. Solana’s native wallet signatures remain a separate security layer.
···Session policy
Access window · policy-controlled
The proposed integration layer connects encrypted application inputs, protected compute workers, and verification records on Solana.
The verification layer is designed to bind each result to a workload, an execution policy, and a reviewable proof.
Worker registry
Worker policies · execution integrity · proof verification.
Encrypt, authorize, compute, verify, and record. A proposed pipeline connecting private execution with Solana.
Make execution integrity observable without exposing source data. Workload commitments connect each request to its verification record.
Compute activity
Illustrative workload activity
Verified · private inference
Session-07 · worker-01 · verification record
Privacy is a policy. Choose what gets computed, who can access it, and what leaves the execution boundary. Keep control at every step.
Use short-lived sessions and rotate application keys.
Permit only the workloads and participants you approve.
Design permissions that can be withdrawn when a session ends.
Surface unexpected access requests and execution policy changes.
A staged path from cryptographic research to reviewed implementation. Each phase depends on validation, testing, and independent security review.
Research into standardized post-quantum primitives for application key exchange and authorization, with a migration path as the ecosystem evolves.
Application-layer cryptography and Solana integration are under development.
Prepare a swap intent or encrypt sensitive data locally. Choose your workflow below.
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Save your key separately. You’ll need it to decrypt the result.
Local AES-256-GCM encryption. Post-quantum key exchange is a separate protocol layer under development. Inputs and keys are never sent to a server.
A proposed developer workflow for bringing confidential computation to Solana applications. SDKs, interfaces, and deployment details are part of the research roadmap.
The client defines the workload, encrypts sensitive inputs, and attaches a scoped access policy. Private data stays outside public transaction payloads.
Private inputEncrypted at the clientSession policyScoped authorizationA protected worker returns an output and its verification artifact. The Solana integration is designed to record commitments without publishing plaintext inputs.
Result + proofReviewable integritySolana recordPublic commitmentExplore the architecture for a more private computational layer.