Skip to main content

Table 4 12 FST Agreement Lists for 3 Web Attacks with each having 4 levels of FST Agreement (numeric superscripts indicate \(\text {fst}_{\mathrm{A}}\), the number of FSTs agreeing on that feature for that attack)

From: A new feature popularity framework for detecting cyberattacks using popular features

BF

SQL

XSS

Bwd_IAT_Mean 4

Bwd_IAT_Mean 4

Bwd_IAT_Std 4

Flow_IAT_Mean 4

Bwd_Packets_s 4

Bwd_Packets_s 4

Flow_IAT_Std 4

Flow_IAT_Std 4

Flow_IAT_Min 4

FwdPktLenMean 4

FwdPktLenMax 4

Flow_Packets_s 4

Subflow_Fwd_Bytes 4

FwdPktLenStd 4

Fwd_IAT_Mean 4

Flow_Bytes_s 5

Packet_Length_Std 4

Fwd_Packets_s 4

Flow_IAT_Max 5

BwdPktLenStd 5

Max_Packet_Length 4

Flow_Packets_s 5

Flow_Bytes_s 5

Packet_Length_Mean 4

Fwd_IAT_Std 5

Flow_IAT_Mean 5

PktLenVar 4

TotLenFwdPkts 6

Flow_Packets_s 5

Flow_Bytes_s 5

Fwd_IAT_Total 7

Fwd_IAT_Mean 5

Fwd_IAT_Max 5

 

Fwd_IAT_Std 5

Fwd_IAT_Total 5

 

Fwd_IAT_Total 5

Packet_Length_Std 5

 

Max_Packet_Length 5

TotLenFwdPkts 5

 

PktLenVar 5

Flow_IAT_Max 6

 

Flow_IAT_Max 6

Flow_IAT_Mean 6

 

Fwd_IAT_Max 6

Fwd_IAT_Std 6