Published Paper Details:

Abstract-- Fake emails, fake sites and harmful links are now one of the top internet risks to both individuals and businesses. Many users are caught off guard and give away private details like login codes, financing facts or personal records, without realizing it. Firewalls can be big and strong, but they can't stop someone from clicking on something they shouldn't. Introducing PhishScale: not just alerting, but changing the way teams alert from within. It runs quiet drills behind locked digital doors, simulating real attack techniques without real-world risk. Leaders begin practice rounds based on what the team is used to, instead of waiting for the mistakes. Messages come as usual, but these have lessons within them, not harm. Learning occurs quietly after every exchange, shaped by the conduct rather than lectures. No panic, no blame - just a slow improving of gut instincts over time. Building awareness from setup to follow-up, each step is without much attention. Someone clicks on a fake link? The system absorbs this immediately. Then training is delivered afterwards, built just for those caught out. Reports seem automatically, showing exactly where safety efforts work and where they fail. Behind it web tools stay current, Work smoothly when loads get heavy. Testing hazards, lessons, and simple data views--all in one place.