Table 9 Comparative analysis with state-of-the-art methods.
Metric | Proposed Framework | Khan et al.8 | Singh et al.16 | Sefati et al.31 | ||
|---|---|---|---|---|---|---|
Transaction Throughput (tps) | 450–500 | 120–150 | 180–220 | 100–120 | 220–280 | 300–350 |
Latency (ms) | 150–200 | 500–600 | 450–550 | 600–700 | 350–450 | 250–300 |
Energy Efficiency (kWh/day) | 80–100 | 300–350 | 280–320 | 400–450 | 200–250 | 150–180 |
Threat Detection Rate (%) | 98.2 | 84.5 | 86.2 | 82.7 | 89.5 | 92.8 |
False Positive Rate (%) | 3.8 | 15.6 | 14.8 | 16.2 | 10.3 | 7.5 |
IoT Device Battery Life (hours) | 22–24 | 12 | 13 | 10 | 14–16 | 16–18 |
Network Scalability (nodes) | 12,000 | 3,000 | 4,000 | 2,500 | 5,000 | 8,000 |
Recovery Time (minutes) | 8 | 52 | 48 | 60 | 32 | 22 |
