Dynamic testing methods involve executing software with various inputs to validate its behavior and identify defects, focusing on the software's runtime performance, functionality, and interaction with other systems. These methods are crucial for uncovering issues that static testing might miss, such as memory leaks, security vulnerabilities, and user interface problems.