Methodologies and tools for automated security analysis of code and software dependencies: Static Application Security Testing for static source code analysis, Dynamic Application Security Testing for runtime tests on running applications, Interactive Application Security Testing combining static and dynamic approaches during execution, and Software Composition Analysis for identifying vulnerabilities in third-party libraries and components.