Livoa LogoLivoa
Data Collection
Data Preprocessing


• Data cleaning

• Normalization

Feature Extraction


• Network features

• Behavioral features

Split Dataset

Training Data
Testing Data

Models (Machine Learning + Deep Learning)


Machine Learning | Deep Learning

• Random Forest | • CNN

• SVM | • LSTM

• Logistic Regression | • DNN

Trained Model
Performance Evaluation


• Accuracy

• Precision

• Recall

• F1-Score

Performance Evaluation


• Accuracy

• Precision

• Recall

• F1-Score

Diagram

by Jannat

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