Journal of Sensors / 2016 / Article / Tab 2

Research Article

Distributed Classification of Localization Attacks in Sensor Networks Using Exchange-Based Feature Extraction and Classifier

Table 2

Comparison of recognition rate in percentage (%) on the attack feature sets with different classifiers.

Related works Average recognition rate per category under localization attacks (without feature extraction) Average recognition rate per category under localization attacks (with distributed feature extraction)
UnassailedWormholeInterferenceReplayUnassailedWormholeInterferenceReplay

PEPMK-SVM80.2773.7879.0378.4991.5691.9790.8593.28
MK-SVM72.9964.2967.4770.5980.4776.9879.3184.56
C-SVM59.1456.4938.6361.1762.5466.1549.2568.72
MoM-DSVM73.4268.9673.8575.2182.3983.7680.0286.54
LR71.8459.3171.7566.8479.2770.3882.5982.81