The document details the methodology and intricacies of stack-based buffer overflows in Linux, a popular exploitation technique. It covers programming practices, debugging with GDB, and the stack's role in function efficiency, illustrating how overflows can manipulate memory and crash programs. The document also includes examples of using GDB for observing stack frames and vulnerabilities that can be exploited to control execution flow.