Computer-implemented tool that facilitates malware detection

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
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.
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