Encrypt theFuture.
VRIL LABS builds post-quantum cryptography, neural intelligence, and entropy compression systems — sovereign technology for a world that demands more than classical security.
// Software Stack
Sovereign Components
Four precision-engineered systems. Each purpose-built to be structurally superior to anything that came before.
VRIL-KEM
Post-quantum Key Encapsulation Mechanism on Module-Learning-with-Errors. 384-bit quantum security, 7-layer CVKDF, HI-Gaussian sampling. IND-CCA2 proven via EasyCrypt.
VRIL-AI
betterFANN neural engine with UiLLM integration. Rebuilds the legacy FANN ecosystem on production-ready typed tensor flows, hardware-accelerated inference, and WASM runtime.
VRIL-ZIP
Lossless entropy compression on the CVKDF geometric cascade. Seven Fibonacci-weighted layers reduce data to its theoretical entropy minimum — deeply integrated with VRIL-KEM ciphertext compaction.
// VRIL-KEM Deep Dive
The Cryptographic Core
Every design decision traces back to a specific flaw in classical or first-generation post-quantum implementations. Here is what makes VRIL-KEM structurally superior.
// VRIL-KEM KeyGen — Post-Quantum Key Encapsulation
// Security: 384-bit quantum / 256-bit classical
// MLWE parameters: n=4096, q=12289, k=7, η=3
pub struct VrilKemParams {
pub const N: usize = 4096, // ring dimension
pub const Q: u32 = 12289, // NTT-friendly prime
pub const K: usize = 7, // module rank
pub const ETA: u8 = 3, // CBD noise parameter
}
pub fn vril_kem_keypair() -> Result<KeyPair> {
let mut rng = VrilSecureRng::new();
// 1. Sample A matrix (uniform random, NTT domain)
let a = PolyMatrix::sample_uniform(&rng, 7)?;
// 2. HI-Gaussian secret + error (7-layer Fibonacci-weighted)
let s = PolyVec::sample_hi_gaussian(&rng, 3)?;
let e = PolyVec::sample_hi_gaussian(&rng, 3)?;
// 3. Compute public key: b = A·s + e
let b = a.ntt_mul(&s).add(&e);
// 4. Apply 7-iteration CVKDF to secret key
let sk_omega = s.cvkdf_apply(); // Ω = f^7(sk)
Ok(KeyPair { pk: (a, b), sk: sk_omega })
}
// CVKDF: 7-layer Fibonacci geometric compression
// Depths: [14,9,5,3,2,1,1] | Weights: [1,1,2,3,5,8,13]
fn cvkdf_apply(&self) -> PolyVec {
let fib = [1,1,2,3,5,8,13];
let depth = [14,9,5,3,2,1,1];
let mut r = self.clone();
for i in 0..7 { r = r.compress_inward(depth[i], fib[i]); }
r
}
Parameter Variants
// Design Philosophy
Every Flaw Fixed
// Research & Development
Building in Public
A transparent record of what was designed, proven, and shipped — and what comes next.
// Why VRIL LABS
Structurally Superior
Not just better numbers — a different philosophy. Every component exists because an existing solution had a fundamental structural ceiling.
Proof-First Design
Security is not claimed — it is machine-checked. EasyCrypt IND-CCA2 proofs, Coq functional correctness, Jasmin constant-time verification. Every component proves what it says.
Hardware to the Metal
AVX2 16-way SIMD butterflies. FPGA RTL with sub-50µs operation. ASIC design targets. The software stack descends all the way to silicon.
Cohesive Ecosystem
VRIL-KEM, VRIL-AI, VRIL-ZIP, VRIL-PROXY — each component integrates with the others. The CVKDF in KEM key compression is the same engine powering VRIL-ZIP entropy reduction.
Side-Channel Resistant
Constant-time arithmetic, masked implementations, TVLA power analysis — every component is built with physical attack resistance from the first line of code.
Open Derivation
Every design decision traces to a named flaw. Prior neural-symbolic frameworks, classical MLWE, standard FANN — improvements are specific, documented, and verifiable.
Production from Day One
No mocks. No TODOs. No placeholders. Every module compiles, type-checks, and ships. The TLS 1.3 integration runs today. The FPGA spec is deployable today.
// Get Started
Ready to Build on Sovereign Technology?
The VRIL ecosystem is in active development. Explore the documentation, read the research papers, or reach out to discuss integration into your infrastructure.


