-Effectiveness of ML-based frameworks in tackling three different network security related problems. -DNS typosquatting, intrusion detection in autonomous/connected vehicles. -Intrusion detection in networked systems. -Future research opportunities on how to further improve such frameworks. Virtual: https://events.vtools.ieee.org/m/319442