Table 1 Abbreviations list.
From: Transfer learning with XAI for robust malware and IoT network security
Abbreviation | Description |
---|---|
AI | Artificial Intelligence |
ANN | Artificial Neural Network |
APT | Advanced Persistent Threat |
NB | Naive Bayes |
CNN | Convolutional Neural Network |
CWT | Continuous Wavelet Transform |
DDAD | Data-Driven Anomaly Detection |
DDoS | Distributed Denial of Services |
DL | Deep Learning |
DNN | Deep Neural Network |
DoS | Denial of Services |
DT | Decision Tree |
EDA | Exploratory Data Analysis |
FALC | Federated Averaging Learning Classifier |
GRU | Gated Recurrent Unit |
GDPR | General Data Protection Regulation |
HPC | Hardware Performance Counter |
HADRL | Hierarchical Adversarial |
HIPAA | Health Insurance Portability and Accountability Act |
IoT | Internet of Things |
ISD | Intrusion Detection System |
KNN | K-Nearest Neighbour |
LSTM | Long Short Term Memory |
ML | Machine Learning |
NB | Naive Bayes |
NIDS | Network Intrusion Detection System |
PARNet | Attention Pyramid Network |
RAM | Random Access Memory |
RF | Random Forest |
RNN | Recurrent Neural Network |
RT | Random Tree |
SVM | Support Vector Machine |
SHAP | Shapley Additive Explanations |
SMOTE | Synthetic Minority Oversampling Technique |
TL | Transfer Learning |