Techniques for restricting the execution of algorithms contained in applications executing on virtual machines executing within a computer system are described herein. A first sampled set of computer executable instructions is gathered from a virtual machine by a controlling domain and compared against a reference set of computer executable instructions. If the first set is similar to the reference set, and if the execution of the algorithm corresponding to the reference set is restricted by one or more computer system polices, one or more operations limiting the execution of the restricted algorithm are performed, thus ensuring conformance with the computer system policies.