Scalper bots have gone out of control in Israel by signing up for public service appointments for several government services and then selling them to dissatisfied citizens. The bot’s operators attempted to sell appointments for multiple government agencies for over $100. In order to beat modern-day bots, there is a need for advanced measures like device fingerprinting and behavioral analysis to detect trends, threats, and inconsistencies.