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    • 3. 发明申请
    • RESILIENT MANAGEMENT OF RESOURCE UTILIZATION
    • US20190272474A1
    • 2019-09-05
    • US16286962
    • 2019-02-27
    • Intauleca Corp.
    • David M.T. TING
    • G06N7/00G06N3/08G06F9/50G06F9/54
    • Embodiments of the invention deploy a hierarchical lattice of intelligent sensor/controller/actuator software components at managed endpoint devices and/or in network gateways. That is, each such device runs at least one sensor, at least one actuator, and, unless it is deployed remotely, the intelligent controller. Sensors monitor and analyze computational activity to detect potential anomalous behavior. The intelligent controller receives data from the sensors and analyzes these, generally on successive time windows of sensor data, by comparison against a model for acceptable or unacceptable resource use or behavior. Application code may be modified so that operating system calls are redirected to a sensor module, which may perform an initial evaluation (or have that evaluation performed by a separate controller module, which may or may not reside on the same device) that grants or denies permission for the call depending on a perceived threat level, and also accumulates these calls over time to develop a detailed map of all the resources an application uses and how they may be characterized.