Research Article
Detection and Prevention of Man-in-the-Middle Spoofing Attacks in MANETs Using Predictive Techniques in Artificial Neural Networks (ANN)
| Number of nodes | Total number of instances | Number of ignored class unknown instances | Correctly classified instances | Computational time (s) |
| 7 | 29971 | 15609 | 12730 (88.6367%) | 0.02 | 8 | 29971 | 14492 | 14021 (90.5808%) | 0.00 | 9 | 29971 | 9759 | 17494 (86.5525%) | 0.00 | 10 | 29971 | 14033 | 14029 (88.0223%) | 0.02 | 11 | 29971 | 15826 | 12884 (91.0852%) | 0.02 | 12 | 29971 | 14488 | 14469 (93.4509%) | 0.02 | 13 | 29971 | 15992 | 11684 (83.5825%) | 0.05 | 14 | 29971 | 15875 | 12606 (89.4296%) | 0.05 | 18 | 29971 | 15407 | 11582 (79.5249%) | 0.01 |
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