Overflow detection is a critical process in computer systems that identifies when an arithmetic operation exceeds the maximum size a data type can hold, potentially leading to erroneous results or system vulnerabilities. It ensures the integrity and reliability of computations by alerting the system to handle such events appropriately, often through exceptions or error handling mechanisms.