Intelligent Intrusion Detection System for VANET Using Machine Learning and Deep Learning Approaches

Table 1

Notations and descriptions.

Acronyms	Abbreviations
ADR	Attack Detection Rate
Acc	Accuracy
ANN	Artificial Neural Networks
ANFIS	Adaptive Neuro Fuzzy Inference System
CNN	Convolutional Neural Networks
DBF	Deep Belief Networks
DoS	Denial of Service
DDoS	Distributed Denial of Service
FCNN	Fully Connected Neural Networks
IDS	Intrusion Detection System
KIDS	Known IDS
KNN	K-Nearest Neighbor
MLNET	Modified LeeNET
NN	Neural Networks
PNN	Probabilistic Neural Network
Pr	Precision
ReLu	Rectified Linear Unit
ROC	Receiver Operating Characteristics
S	Seconds
Se	Sensitivity
Sp	Specificity
SVM	Support Vector Machine
UIDS	Unknown IDS
VANET	Vehicular Ad hoc Network
VWCA	Vehicular Weighing Clustering Algorithm
VV	Vehicle-to-Vehicle