Code is law. Cryptography is proof.

./build --security=max --tech=ai,blockchain,quantum

Building software where security is structural — from post-quantum encryption to privacy-preserving computation.

Who We Are

VaultBytes is a security-first software company. We build systems where security is structural, not bolted on.

Our work spans cryptography, post-quantum encryption, and privacy-preserving computation — from split-key storage to encrypted model inference.

We build for real-world attack conditions, not just compliance checklists.

Vaults are an ancient answer. Bytes are a modern question. We chose a name that asks the ancient answer to modern questions.

Our Solutions

Security solutions for production deployments.

FHE Oracle

Free, open-source (AGPL-3.0) adversarial precision testing for Fully Homomorphic Encryption. CMA-ES search with noise-aware fitness finds CKKS/BGV/BFV/TFHE bugs that random testing misses — 3,008× error amplification on the patent reference benchmark. Adapters for OpenFHE, Microsoft SEAL, Concrete ML, TenSEAL. pip install fhe-oracle.

→ FHE Oracle page

CipherExplain

Two FHE technologies. Encrypted SHAP explanations: compute SHAP feature attributions entirely under FHE — server sees no plaintext. Hosted Oracle API with signed PDF audit reports. Required for regulated AI deployments under the EU AI Act.

→ CipherExplain page · → SHAP FHE for Regulators

regaudit-fhe

Open-source (AGPL-3.0-or-later) Python library for privacy-preserving regulatory audit evidence. Six depth-tracked audit primitives — fairness, drift, calibration, provenance, concordance, and model disagreement — with signed envelopes, canonical JSON, parameter-set hashes, and an optional TenSEAL CKKS execution path. Pre-Alpha v0.0.7. pip install regaudit-fhe.

→ regaudit-fhe page

1Armada

Enterprise identity & access management for critical infrastructure — biometric authentication (fingerprint, facial, iris), zero-trust architecture, real-time threat monitoring, hierarchical admin controls. Deploys on-prem, private cloud, hybrid, or air-gapped. Targets government, financial institutions, ports, and utilities.

→ 1armada.com ↗

Security Tools Playground

Try out our interactive security tools and see cryptography in action

root@vaultbytes:~$ password_strength_checker
root@vaultbytes:~$ sha256_hash_generator
root@vaultbytes:~$ text_encryption
root@vaultbytes:~$ secure_random_generator
root@vaultbytes:~$ jwt_decoder_validator
root@vaultbytes:~$ csrf_token_generator

Technologies We Master

Post-Quantum Cryptography

  • ML-KEM-768 (Kyber) key encapsulation
  • ML-DSA-65 (Dilithium3) signatures
  • NIST FIPS 203/204 compliant

Privacy-Preserving Computation

  • Fully homomorphic encryption (FHE)
  • Private Information Retrieval (Spiral PIR)
  • Zero-knowledge proofs (Groth16)
  • Shamir secret sharing

Distributed Storage

  • Reed-Solomon erasure coding (k=3, n=7)
  • Split-key decoupled architecture
  • 57% node failure tolerance

Explainability Under Encryption

  • SHAP feature attribution over FHE
  • Adversarial precision testing for encrypted models
  • Compliance-grade audit reports without decryption