Grossman, Tucker, Perreault & Pfleger, PLLC
Malicious object detection in a runtime environment
A malicious object detection system for use in managed runtime environments includes a check circuit to receive call information generated by an application, such as an Android application. A machine learning circuit coupled to the check circuit applies a machine learning model to assess the information and/or data included in the call and detect the presence of a malicious object, such as malware or a virus, in the application generating the call. The machine learning model may include a global machine learning model distributed across a number of devices, a local machine learning model based on use patterns of a particular device, or combinations thereof. A graphical user interface management circuit halts execution of applications containing malicious objects and generates a user perceptible output.
Intel Corporation
G H G G
G06N H04L G06F G06F
inventional inventional inventional inventional
Chih-Yuan Abhay S. Ravi L. Aravind Yi Xiaoning Mingwei
Yang Kanhere Sahita Subramanian Gai Li Zhang