Overview Caffeine.tv is an up-and-coming social broadcasting platform that streams live videos in the entertainment, gaming, sports and esports spaces. It specifically caters to a tech-savvy audience, and is known for its sleek interface, design and experience. To help its rapid growth, Caffiene.tv needed a long-term fraud prevention solution, which put customer experience at the front and center and prevented any disruption to its streaming services. The Business Problem Caffeine.tv had been working with a legacy spam and abuse solution, which was implemented at the new account creation stage. That solution, however, was susceptible to automated attacks, which were able to bypass its defense protocols and create new accounts en masse. These fraudulent accounts would then perfo

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