Use of Data Visualisation for Zero-Day Malware Detection

Table 1

Mean measures obtained using the eight similarity metrics.

Distance Method	Malware – Benign	Malware – Malware	Benign – Benign
Cosine	0.34	0.29	0.39
Bray Curtis	0.84	0.77	0.86
Canberra	0.84	0.77	0.86
Chebyshev	61.27	31.45	79.98
Manhattan	14.32	96.24	18.03
Correlation	0.35	0.243	0.403
Euclidean	78.94	44.31	106.39
Hamming	0.034	0.04	0.03