Advances, Systems and Applications
From: An SVM-based framework for detecting DoS attacks in virtualized clouds under changing environment
Kernel function | Performance metric | Â | Â | Â |
---|---|---|---|---|
 | Accuracy (%) | Attack detection rate (%) | False positive rate (%) | False negative rate (%) |
Linear kernel | 97.19 | 97.51 | 2.49 | 2.50 |
Multilayer percepton kernel | 97.03 | 97.09 | 2.90 | 2.92 |
Quadratic kernel | 97.54 | 97.30 | 2.69 | 2.71 |
Polynomial kernel | 97.51 | 98.23 | 1.99 | 2.11 |
Gaussian kernel | 96.98 | 98.05 | 1.94 | 2.09 |