Table 5 FID scores for different attack classes in CICIOT2023.

From: KronNet a lightweight Kronecker enhanced feed forward neural network for efficient IoT intrusion detection

CLASS

FID SCORE

CLASS

FID SCORE

DDoS-TCP_Flood

0.0023

DDoS-UDP_Fragmentation

0.0008

DoS-UDP_Flood

0.0023

Mirai-greip_flood

0.0027

DDoS-ICMP_Fragmentation

0.0011

DDoS-ACK_Fragmentation

0.0029

DDoS-RSTFINFlood

0.0018

Recon-HostDiscovery

0.0209

BenignTraffic

0.0093

Recon-PingSweep

3.4864

DDoS-SynonymousIP_Flood

0.0031

DNS_Spoofing

0.0107

DDoS-UDP_Flood

0.0027

DoS-HTTP_Flood

0.0021

DDoS-ICMP_Flood

\(\infty\)

SqlInjection

0.0129

DoS-TCP_Flood

0.0019

DictionaryBruteForce

0.0389

DoS-TCP_Flood

0.0019

Backdoor_Malware

0.0178

DDoS-SYN_Flood

0.0028

Recon-OSScan

0.0072

DoS-SYN_Flood

0.0021

DDoS-HTTP_Flood

0.0015

MITM-ArpSpoofing

0.0230

VulnerabilityScan

0.0011

DDoS-SlowLoris

0.0018

BrowserHijacking

0.0231

Mirai-greeth_flood

0.0017

CommandInjection

0.0104

Mirai-udpplain

0.0011

XSS

0.0192

Recon-PortScan

0.0082

Uploading_Attack

0.5158