ALEXANDRIA, Va., April 7 -- United States Patent no. 12,596,787, issued on April 7, was assigned to Trend Micro Inc. (Tokyo).
"Prediction of execution behaviors in sandbox" was invented by Qiang Huang (Nanjing, China), Hu Cao (Nanjing, China) and Weichao Dai (Nanjing, China).
According to the abstract* released by the U.S. Patent & Trademark Office: "A sandbox module on a host computer executes sample programs and includes a dynamic analysis module that collects run-time behaviors of the sample program. A static analysis module collects static behaviors of the sample programs. The behaviors are sent to a recurrent neural network to train one or more models. Each model is trained on a type of sample file. During prediction, the sequence ne...