A machine characterization device for determining one or more machine characterization parameters of a computing device depending on a machine signature determined from sets of timing measurements associated with at least one machine characterization instruction executed by one or more processors comprised in the computing device using at least two machine configurations. A machine configuration comprises a sequence of two or more machine configuration instructions defining an order of execution of one or more instructions by the one or more processors.