Interpretable Anomaly Detection in Encrypted Traffic Using SHAP with Machine Learning Models

Kalindi Singh, Aayush Kashyap, Aswani Kumar Cherukuri

The widespread adoption of encrypted communication protocols such as HTTPS and TLS has enhanced data privacy but also rendered traditional anomaly detection techniques less effecti…