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The Cybersecurity Stack That Processes Data Without Ever Seeing It

DEV Community·H33.ai·about 1 month ago
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Encryption at Rest Is Not Cybersecurity. Encryption During Computation Is. Every cybersecurity vendor encrypts data at rest and in transit. Then they decrypt it to process it. That decryption window is the attack surface. H33 eliminates the window entirely. Four FHE engines process sensitive data without decryption: BFV : 2,209,429 auth/sec — biometric matching on encrypted templates CKKS : 1,574 TPS — ML inference on encrypted features, 333ms dot product TFHE : 768 TPS — encrypted threshold decisions FHE-IQ : <500ns automatic routing between engines What This Means for Cybersecurity Breach yield drops to zero. If an attacker breaches the server, they get FHE ciphertexts. No key. No plaintext. No PII. The database never contains decryptable data . Every computation is attested. H33-74 produces cryptographic proof of what computation ran, on what data, with what authorization. Three PQ signature families. Independently verifiable . Continuous verification, not periodic audits.…

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