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. 2026 Apr 21;16:18505. doi: 10.1038/s41598-026-48527-x

Table 7.

Flask API endpoint performance results (Intel Core-i7 10750H).

Endpoint Response (ms) Std Dev Memory (MB) CPU (%) Throughput (req/s)
Neural-LWE Endpoints
 /api/neural/register 45.2 2.1 12.3 8.7 22.1
 /api/neural/authenticate 67.8 3.4 18.7 12.4 14.7
 /api/neural/key_agreement 125.4 5.8 28.9 18.3 8.0
 /api/neural/complete_protocol 187.6 8.2 35.2 25.1 5.3
 /api/neural/zcrr_demo 23.1 1.2 8.4 4.3 43.3
ML-KEM Endpoints
 /api/mlkem/generate_keypair 89.3 4.1 15.6 12.4 11.2
 /api/mlkem/encapsulate 78.4 3.7 14.1 10.8 12.7
 /api/mlkem/decapsulate 82.7 4.2 14.8 11.2 12.1
 /api/mlkem/complete_protocol 156.2 6.7 22.3 19.8 6.4
Analysis Endpoints
 /api/analysis/lifetime_efficiency 234.7 12.4 45.8 32.6 4.3
 /api/analysis/rekeying_comparison 12.8 0.8 3.2 2.1 78.1
 /api/performance/overview 8.4 0.3 2.1 1.2 119.0