BotDefense is a cybersecurity solution designed to protect digital infrastructure against malicious bots and automated traffic. The system utilizes machine learning and big data to analyze bot behavior, enabling the mitigation of ad fraud, scraping, and other bot-driven activities across websites, campaigns, and APIs.