PQC-native per-tenant KV cache encryption for multi-tenant LLM inference. ML-KEM-768 derived session keys, AES-256-GCM per-entry encryption, strict tenant isolation enforcement, automatic key rotation by entry count or time. Protects against cross-tenant side-channel reads. 34 tests passing.
Use this model
Pull with QuantumShield
quantumshield pull quantmrkt/PQC Memory Encryption for LLM KV Cache Verify integrity
quantumshield verify quantmrkt/PQC Memory Encryption for LLM KV Cache pip install
pip install quantumshield && quantumshield pull quantmrkt/PQC Memory Encryption for LLM KV Cache PQC-Verified with ML-DSA-87
This model has a real FIPS 204 ML-DSA-87 (Dilithium5) signature from the platform signing authority. Signature chain includes 3 verification(s). Last verified 2026-03-26.
README.md
PQC Memory Encryption for LLM KV Cache
PQC-native per-tenant KV cache encryption for multi-tenant LLM inference. ML-KEM-768 derived session keys, AES-256-GCM per-entry encryption, strict tenant isolation enforcement, automatic key rotation by entry count or time. Protects against cross-tenant side-channel reads. 34 tests passing.
Model Details
| Framework | CUDA/Python |
| Parameters | N/A |
| License | Apache 2.0 |
| Signature Algorithm | ML-DSA-87 |
| Source | github |
Intended Uses
This model is registered on the QuantaMrkt quantum-safe registry. All files have been cryptographically verified using post-quantum signatures.
Quick Start
# Install the CLI pip install quantumshield # Pull the model quantumshield pull quantmrkt/PQC Memory Encryption for LLM KV Cache # Verify file integrity quantumshield verify quantmrkt/PQC Memory Encryption for LLM KV Cache
About
PQC-native per-tenant KV cache encryption for multi-tenant LLM inference. ML-KEM-768 derived session keys, AES-256-GCM per-entry encryption, strict tenant isolation enforcement, automatic key rotation by entry count or time. Protects against cross-tenant side-channel reads. 34 tests passing.
Get this model
Pull with QuantumShield
quantumshield pull quantmrkt/PQC Memory Encryption for LLM KV Cache Verify signatures
quantumshield verify quantmrkt/PQC Memory Encryption for LLM KV Cache