GitHub - Les-Senters/ZKP-Vault-: Real-time compliant AI session gating utilizing user-owned cryptographic Zero-Knowledge Proofs to secure cloud data silos. · GitHub
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ZKP-Vault: Cryptographic Session Gating & Data Center Optimization
ZKP-Vault is an open-source middleware architecture that uses device-side Zero-Knowledge Proofs (ZKPs) to gate access to encrypted cloud data silos.
The Corporate Problem
Cloud AI providers are burning millions of dollars on server overhead, redundant data processing, and massive data-breach insurance liabilities. Storing uncompressed, raw user session history "hot" on active server racks is completely unsustainable.
The ZKP-Vault Solution
By shifting the compliance and identity validation to the user's local hardware enclave, ZKP-Vault delivers a dual-benefit framework:
Zero-Liability Infrastructure: The cloud provider never hosts or reads the raw identity metrics. Compliance with GDPR, CCPA, and EU AI mandates is mathematically guaranteed in real-time at the device level.
Dynamic Silo Compression: Because data access is gated by targeted cryptographic tokens, 95% of inactive user history can remain deeply compressed and "cold." The system only decompresses the highly specific context block authenticated by the ZKP, slashing data center power consumption and compute bloat.
Consulting & Enterprise Implementation
This repository serves as the core open-source standard. For custom enterprise integrations, advanced cryptographic circuit design (zk-SNARK/STARK), or hardware enclave clustering protocols, contact the architecture lead.
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Real-time compliant AI session gating utilizing user-owned cryptographic Zero-Knowledge Proofs to secure cloud data silos.
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