Research Article

[Retracted] SFN: A Novel Scalable Feature Network for Vulnerability Representation of Open-Source Codes

Table 10

Experimental results of proposed methods.

MethodsP (%)R (%)FNR (%)FPR (%)F1 (%)

SVDM84.383.416.615.984.1
SFN(CNN) + Bi-LSTM82.181.518.418.381.6
Bi-LSTM + Bi-LSTM82.982.517.518.682.7
SFN + DNN81.680.919.120.281.4
SFN + SVM73.872.227.827.872.7