Genome × AI × Cryptography

Human genome-based cryptography using artificial intelligence.

DNAcrypt-AI generates, encrypts, and decrypts passwords and secret keys using the structural complexity of the human genome — interpreted by AI through FAS2rDNA and Covary.

24B+Genomic loci of entropy
2Reference assemblies (hg19 + hg38)
51MNucleotides per vocabulary corpus
01

Why the human genome?

One of the largest naturally occurring sources of structured complexity — billions of positions shaped by evolution, not by human design.

Research →
02

Why artificial intelligence?

AI interprets relational sequence patterns at a scale no rule-based system can reach. Covary + FAS2rDNA turn raw biology into reproducible cryptographic primitives.

How it works →
03

Reproducible & private

Runs in your browser through Google Colab. No cloud storage of data, no pre-packed knowledge base. Your encrypted data stays yours.

Training & privacy →

"In DNAcrypt-AI, the human genome provides the entropy and structure, while artificial intelligence provides the brain to interpret it."

Read the paper →
Architecture

Two genome intelligence frameworks. One cryptographic system.

DNAcrypt-AI is built on FAS2rDNA and Covary. Together they exploit the scale, variation, and unpredictability of the human genome to generate, encrypt, and decrypt digital credentials.

DNAcrypt-AI architecture diagram
System architecture: genome vocabulary → FAS2rDNA reconstruction → Covary embeddings → k-mer mapping
View full architecture →
Publicly Available

DNAcrypt-AI is publicly available on GitHub

Tested, reproducible, and packaged as Jupyter notebooks on Google Colab.

hugecrypt Proof-of-concept

DNAcrypt-AI is now deployed as a digital secret managment system.

DNAcrypt-AI is the engine that powers a new class of cryptography, HugeCrypt (Human Genome-inspired Cryptography).

Try HugeCrypt →