1 results about "Trojan horse" patented technology

The invention discloses an on-chip network hardware Trojan horse detection platform based on machine learning, and belongs to the technical field of calculation, reckoning or counting. A machine learning-based network-on-chip hardware Trojan horse detection platform is established by constructing a security detection module comprising a traffic feature tracking extraction module, a feature extraction register module, a change point detection module and a random forest Trojan horse detection module. The flow characteristic tracking and extracting module is used for converting flow data in a network-on-chip into a network-on-chip flow time sequence model by analyzing network-on-chip flow characteristics. And the feature extraction result register module stores the feature data. The change point detection module extracts change points and abnormal points in the on-chip network traffic time sequence model through a Bayesian change point method, and is used for separating normal data and change point data. And the random forest detection module accurately identifies network-on-chip abnormal behaviors by learning complex and mutually associated network-on-chip traffic characteristics.