Debugging is the essential process of identifying and fixing errors in computer programs, ensuring reliability and preventing crashes or incorrect outcomes. Common debugging methods include brute force, backtracking, cause elimination, and program slicing, each with unique advantages and challenges. Debugging is crucial for maintaining software integrity and security, protecting against vulnerabilities that could be exploited by malicious actors.