Files Scanned

Metrics

Virus Detection Method

ClamAV

Bitdefender

Total Security 2017

Nine

Meta-Signatures (Experiment I)

14

Meta-Signatures (Experiment II)

48

Meta-Signatures (Experiment III)

100 unknown (Px) JS.Cassandra Malicious

Variants

Detection Ratio (Accuracy)

85/100 (85.00%)

0/100 (0.00%)

100/100 (100.00%)

100/100 (100.00%)

100/100 (100.00%)

Sensitivity/Recall

85.00%

0.00%

100.00%

100.00%

100.00%

Specificity

0.00%

0.00%

0.00%

0.00%

0.00%

Precision

100.00%

100.00%

100.00%

100.00%

100.00%

F1 Score

91.89%

0.00%

100.00%

100.00%

100.00%