Technical audit of Automated Decision System for Fairness and Bias

A production-ready Network Intrusion Detection System featuring multiple machine learning architectures for comprehensive threat detection: Random Forest for real-time binary classification, Decision Tree for interpretable analysis, and BiLSTM for temporal pattern analysis with 3-class attack categorization.