Research on the Intrusion Detection Model of Underwater Sensor Networks

Table 1

Abbreviation denotement.

Abbreviation	Full name
UWSNs	Underwater wireless sensor networks
DoS	Denial of service
Probe	Surveillance and probing
U2R	User to root
R2L	Remote to local
KDDcup99	Data Mining and Knowledge Discovery
SVM	Support vector machine
ML	Machine learning
MITM	Man-in-the-middle
SMOTE	Synthetic minority oversampling technique
CH	Cluster head
CM	Cluster member
BS	Base station
CART	Classification and regression tree
ACC	Accuracy
	Precision
TPR	True positive rate
FPR	False positive rate
TP	True positive
FP	False positive
TN	True negative
FN	False negative
ELM	Extreme learning machines
tcp	Transmission Control Protocol
udp	User Datagram Protocol
icmp	Internet Control Message Protocol