Description: Bot identification is the process of determining whether a user interacting with a system is human or an automated bot. This process is crucial in the realm of cybersecurity and network management, as bots can be used to carry out malicious activities such as denial-of-service attacks, content scraping, or creating fake accounts. Bot identification involves the use of various techniques and tools that analyze user behavior, interaction speed, and other patterns that may indicate the presence of a bot. Through methods such as fingerprint analysis, CAPTCHA verification, and traffic pattern monitoring, systems can distinguish between legitimate users and bots. The relevance of this identification lies in protecting system integrity, enhancing user experience, and preventing online fraud. In a world where automation and bots are increasingly common, the ability to identify and manage these entities has become essential for maintaining the security and functionality of digital platforms.