Particular embodiments described herein provide for an electronic device that can be configured to intercept a process, store execution profiling for the process if the process involves a privileged resource or a privileged operation, and analyze the code involved in each stack frame to determine malicious activity. If the process does not involve a privileged resource or a privileged operation, then the process is not analyzed.