Regular Expression Injection occurs when an attacker supplies malicious input that modifies the intended regular expression in a way that breaks the program's specifications. This can impact control flow, leak information, or cause denial-of-service vulnerabilities. The document discusses regular expressions, how to find regular expression injection issues through error-based or blind injection techniques, demonstrates an example exploit, and provides mitigation strategies like input validation before using regular expressions and killing expressions that take too long.