CA |
Cybersecurity Analytics |
CTI |
Cyber Threat Intelligence |
DF |
Digital Forensics |
GDP |
Gross Domestic Product |
OSINT |
Open-Source INTelligence |
AI |
Artificial Intelligence |
DL |
Deep Learning |
LSTM |
Long Short-Term Memory |
CNN |
Convolutional Neural Network |
ML |
Machine Learning |
FNN |
Feedforward Neural Network |
WE |
Word Embedding |
DRNN |
Deep Recurrent Neural Network |
SVM |
Support Vector Machine |
BLSTM |
Bidirectional Long Short-Term Memory |
BiGRU |
Bidirectional Gated Recurrent Unit |
TP |
True Positive |
TN |
True Negative |
FP |
False Positive |
FN |
False Negative |
IRC |
Internet Relay Chat |
P2P |
Peer-to-Peer |
HTTP |
HyperText Transfer Protocol |
PCAP |
Packet Capture |
CSV |
Comma-Separated Values) |
IoT |
Internet of Things |
C&C |
Command and Control |
DDoS |
Distributed Denial of Service |
List of mathematical symbols |
X |
Input data |
Y |
Output |
W |
Weight matrix |
b |
Bias vector |
* |
Convolution operation |
‖ |
Concatenation operation |
|
Sigmoid activation function |
tanh |
Hyperbolic tangent activation function |
⊗ |
Cross-correlation operation |
⊙ |
Element-wise multiplication |
⊕ |
Element-wise addition operation |
∇ |
Gradient symbol |
∂
|
Partial derivative symbol |
|
Model parameters |
|
Mixing coefficient for combining original and synthetic samples in SMOTE |