Government and public sector institutions, both large and small, struggle to keep pace with hacktivists. Cyber attackers continuously target government web applications and internet infrastructure. They take down a government's web applications, damage critical infrastructure and services. Recent large-scale automated attacks on government-owned internet properties signify the need to adopt advanced technologies including machine learning and artificial intelligence to identify unusual patterns in web traffic. ShieldSquare applies proprietary Intent-based Deep Behavior Analysis (IDBA) that is built upon semi-supervised learning to detect and mitigate “known-unknown” threats.