MADONNA

MADONNA: Browser-Based MAlicious Domain Detection through Optimized Neural Network with Feature Analysis

Overview of MADONNA

Google Chrome Browser Plugin

Feature Selection

Detailed Experiments

Evaluation Results of MADONNA - Accurate Benign Classifications (TN)

Evaluation Results of MADONNA - Inaccurate Benign Classifications (FN)

Evaluation Results of MADONNA - Accurate Malicious Classifications (TP)

Evaluation Results of MADONNA - Inaccurate Malicious Classifications (FP)

Feature Values Distribution - FN

Feature Values Distribution - FP