Confidential Computing & Memory Isolation Lab
Enterprise Autonomous Agent Homomorphic Encryption & Confidential Enclave Simulator
Benchmark physical memory encryption overhead, ciphertext expansion, and hypervisor snooping vulnerabilities. Compare unencrypted cloud execution against software FHE (CKKS) and sovereign AMD SEV-SNP confidential enclaves for sub-20ms real-time multi-agent execution.
Confidential Isolation Architecture Comparison
- Public Cloud VM (Unencrypted): 20.0ms inference latency, 100.0% hypervisor memory dump risk, non-compliant with DPDP Act.
- Software Fully Homomorphic Encryption (FHE): 42.0 seconds query latency (2,100x slowdown), 50.4 GB ciphertext memory footprint.
- Elesium Sovereign Confidential Enclave (AMD SEV-SNP): 25.6ms inference latency, 0.0% hypervisor leakage, wire-speed AES-256-XTS memory encryption, 100% DPDP Act 2023 compliance.