Table 1 List of abbreviations. (sorting according to the order of appearance in the text)
Abbreviation | Full form | Abbreviation | Full form |
|---|---|---|---|
IDS | Intrusion Detection System | DRL | Deep Reinforcement Learning |
DDoS | Distributed Denial of Service | SVM | Support Vector Machine |
GCN | Graph Convolutional Networks | LASSO | Least Absolute Shrinkage and Selection Operator |
CNN | Convolutional Neural Network | KNN | K-Nearest Neighbor |
KDD99 | KDD CUP 99 Dataset | RF | Random Forest |
NSL-KDD | NSL-KDD Intrusion Detection Dataset | Auto-ML | Automated Machine Learning |
ML | Machine Learning | LSTM | Long Short-Term Memory |
RFE | Recursive Feature Elimination | DL | Deep Learning |
DT | Decision Tree | ANN | Artificial Neural Network |
IoT | Internet of Things | DoS | Denial of Service |
IVN | In-vehicle Networking | DM | Data Mining |
DQN | Deep Q-Network | DDQN | Double Deep Q-Network |
PG | Policy Gradient | AC | Actor Critical |
MLP | Multilayer Perceptron | MDP | Markov Decision Process |
VANET | Vehicular Ad-hoc Network | ROC | Receiving Operating Characteristics Curve |
AUC | Area Under the ROC Curve | RL | Reinforcement Learning |
GBM | Gradient Boosting Machine | MAFSIDS | Multi-Agent Feature Selection Intrusion Detection System |