Table 21 Model performance comparison.
From: Mathematical modeling of adaptive information security strategies using composite behavior models
Model | Detection accuracy in %age | Adaptation time(timestamp) | Computation time in ms | Remarks |
|---|---|---|---|---|
Proposed model | 88.4 | 320 | 150 | High adaptability and accuracy |
85.0 | 400 | 180 | Good adaptation and higher computation | |
83.5 | 350 | 200 | Strategic but computationally intensive | |
Bayesian network detector34 | 79.2 | - | 120 | Probabilistic but static adaptation |
86.7 | - | 250 | Higher accuracy and slow adaptation | |
Random forest callsifier32 | 75.0 | - | 90 | Good baseline and limited adaptability |
