Control Flow Analysis is a static code analysis technique used to determine the flow of control within a program, enabling the detection of potential execution paths, dead code, and unreachable code segments. It is crucial for optimizing compilers, ensuring code reliability, and enhancing security by identifying vulnerabilities in the control structure.