Description: Bot traffic refers to the requests and activities generated by automated programs, known as bots, that interact with online servers and applications. This type of traffic can be benign, such as that used by search engines to index content, or malicious, as in the case of DDoS (Distributed Denial of Service) attacks. In a DDoS attack, a large number of bots coordinate to flood a server with requests, which can lead to resource saturation and ultimately result in service downtime. Identifying and managing bot traffic is crucial for cybersecurity, as it allows organizations to protect their digital infrastructures and maintain the availability of their services. Characteristics of bot traffic include repetitive behavior patterns, unusually high request rates, and the ability to operate 24/7 without human intervention. The relevance of bot traffic in the context of DDoS attacks lies in its potential to cause significant damage to businesses and online services, leading to the implementation of various mitigation and protection strategies.