As AI and automation accelerate cyber threats, defenders have less time to respond. Drawing on Black Lotus Labs’ visibility across the global internet, this session explores how network intelligence can reveal malicious infrastructure and emerging campaigns earlier in the attack lifecycle. Learn how to use this upstream perspective to identify threats sooner, inform defensive action, and help stop attacks before they become incidents.