Systems and methods may provide for identifying a runtime behavioral pattern of an application and detecting an anomaly in the runtime behavioral pattern. In addition, a security event may be triggered in response to the anomaly. In one example, the anomaly is detected with regard to one or more of a library call count, a library call type, a library call argument configuration or a library call timing associated with a runtime operation of the application.