Abstract: Systems, methods, and software can be used to identify security risks in software code based on Software Bill of Materials (SBOM). In some aspects, a method includes: obtaining, by a server, software code and a SBOM corresponding to the software code; identifying, by the server and based on the SBOM, a library used by the software code; and generating, by the server, a risk assessment based on at least one metric corresponding to the library, where the at least one metric is associated with one or more maintainers of the library.

Abstract: Systems, methods, and software can be used to detect anomalies in source code. In some aspects, a method comprises: obtaining, by a server, one or more attribute values associated with one or more code commits of source code; and generating, by the server and based on the one or more attribute values, an anomaly report indicating a risk level of the source code.

Abstract: Systems, methods, and software can be used to identify security risks in software code based on software bill of materials (SBOM). In some aspects, a method includes: obtaining, by a server, software code and a SBOM corresponding to the software code; identifying, by the server and based on the SBOM, a library used by the software code; and generating, by the server, a risk assessment based on at least one metric corresponding to the library, where the at least one metric is associated with one or more maintainers of the library.

Abstract: Systems, methods, and software can be used to detect backdoors in binary software code. In some aspects, a method comprises: obtaining, by a server, binary software code corresponding to source code; generating, by the server, a backdoor abstraction of the binary software code; and generating, by the server, a backdoor risk assessment based on the backdoor abstraction of the binary software code.