Computer-implemented tool that facilitates malware detection

Patent Number: 12158950
Issued: 12/3/2024
Official Filing: View the Complete Patent
Abstract: Described herein are technologies related to generation of a summary of a function in binary code for review by an analyst. A first sequence to sequence model is configured to receive binary code (or a derivative thereof) and translate the binary code to an intermediate representation of the binary code, wherein the intermediate representation approximates source code for the binary code. A second sequence to sequence model is configured to receive the intermediate representation of the binary code and translate the intermediate representation to a human-readable summary of the binary code.
Filed: 1/21/2021
Government Interests: STATEMENT OF GOVERNMENT INTEREST This invention was made with Government support under Contract No. DE-NA0003525 awarded by the United States Department of Energy/National Nuclear Security Administration. The Government has certain rights in the invention.