A method for detecting malicious code on an information handling system includes executing malicious code detection code (MCDC) on the information handling system. The malicious code detection code includes detection routines. The detection routines are applied to executable code under investigation running on the information handling system during the execution of the MCDC. The detection routines associate weights to respective executable code under investigation in response to detections of a valid program or malicious code as a function of respective detection routines. Lastly, executable code under investigation is determined a valid program or malicious code as a function of the weights associated by the detection routines. Computer-readable media and an information handling system are also disclosed.