BayAreaSecure

Quantum Threats & AI Safety

Two critical challenges.
One lattice-based solution.

Post-Quantum Cryptography services to protect against quantum attacks.Fully Homomorphic Encryption research for private AI conversations and independent audits.

Quantum Threats

Post-Quantum Cryptography

We help organizations find vulnerable cryptography, plan migration, and deploy quantum-resistant protection.

01

Assess & discover

Inventory algorithms, certificates, keys, and critical data flows.

02

Plan & prioritize

Map data lifetimes, vendor dependencies, and migration options.

03

Implement & validate

Evaluate standards-based algorithms and hybrid deployments. Test interoperability and performance.

04

Manage & evolve

Maintain key governance and the ability to replace algorithms as evidence changes.

Explore your migration timing

Stored encrypted traffic can remain exposed to future cryptanalysis. Compare your data lifetime and migration time with an assumed quantum horizon. Use this planning scenario to test assumptions and prioritize migration work.

Lifetime + migration = 13 years. This exceeds the assumed horizon by 3 years.

NIST migration resources

AI Safety

Fully Homomorphic Encryption

We research private AI conversations and independent audits using encrypted inputs and internal records.

A private conversation

“Help me test this unpublished idea.”

  1. 01

    Encrypt the question.

    The researcher’s device encrypts her draft. She keeps the key.

  2. 02

    Compute in the cloud.

    A compatible model processes encrypted values without exposing the draft to its provider.

  3. 03

    Decrypt the answer.

    Her device decrypts the result. She decides what to share.

New ideas get room to develop before their author chooses to disclose them.

Read the privacy argument

Shared work

Collaborate without pooling private data.

Multiple organizations or individuals could use shared AI with encrypted inputs. They would agree who can read each result and whose approval is required.

Explore encrypted collaboration

Independent scrutiny

Inspect the calculation behind the answer.

Our proposal returns selected encrypted internal records to authorized auditors. Verification ties those records to the agreed model and run.

Explore the audit proposal

One lattice-based foundation.

Lattice-based encryption connects our work on quantum threats and AI Safety.

Quantum Threats

Post-Quantum Cryptography

Protect communication with keys designed to resist quantum attacks.

AI Safety

Fully Homomorphic Encryption

Keep AI inputs and results encrypted while a compatible model computes.

Technical foundation & sources

Our focus is lattice-based cryptography, which runs on classical computers. Each protocol uses keys and parameters suited to its role. Post-quantum cryptography also includes hash-based signatures.

For independent audits, encryption protects the records; verification connects them to the computation under review.

PQC knowledge center

The foundations for a secure transition.

About Bay Area Secure

More powerful computing.
More control over your information.

Based in Sunnyvale, California, we help organizations prepare for quantum threats and research how encryption can preserve privacy and accountability in AI.

Start a conversation

Let’s talk security.

Discuss a Post-Quantum Cryptography migration or a Fully Homomorphic Encryption research collaboration.

info@BayAreaSecure.com+1 (415) 741-5790Bay Area Secure Inc.
440 N Wolfe Rd
Sunnyvale, CA 94085