A binary file vulnerability dynamic analysis system and use method

By combining multi-dimensional data collection and a lightweight sandbox execution environment with deep learning models, the accuracy problem of dynamic analysis of binary file vulnerabilities was solved, achieving efficient vulnerability detection and tracing across architectures and multiple formats, and generating detailed vulnerability analysis reports.

CN122387818APending Publication Date: 2026-07-14HUANENG POWER INT INC +1
View PDF 0 Cites 0 Cited by

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Applications(China)
Current Assignee / Owner
HUANENG POWER INT INC
Filing Date
2026-04-30
Publication Date
2026-07-14

AI Technical Summary

Technical Problem

Existing dynamic analysis methods for binary file vulnerabilities suffer from poor universality of execution environments, limited data collection dimensions, limited vulnerability identification capabilities, and weak source tracing capabilities, resulting in low detection accuracy.

Method used

A multi-dimensional data acquisition module is adopted, which uses instruction hooks, memory monitoring and system call interception technologies, combined with a lightweight and configurable sandbox execution environment, to collect data during the dynamic execution of multi-dimensional binary files. Vulnerability features are identified through time-series feature encoding and graph feature construction, and a visual analysis report is generated using similarity matching and analysis modules.

Benefits of technology

It enables comprehensive and accurate analysis of binary file vulnerabilities, improves the authenticity and completeness of vulnerability detection, supports cross-architecture and multi-format adaptation, enhances the ability to detect unknown vulnerabilities, and provides complete vulnerability tracing and remediation suggestions.

✦ Generated by Eureka AI based on patent content.

Smart Images

  • Figure CN122387818A_ABST
    Figure CN122387818A_ABST
Patent Text Reader

Abstract

The application provides a binary file vulnerability dynamic analysis system and a use method, and belongs to the technical field of information security.The application carries out format analysis on a binary file to be analyzed, obtains an analysis object, extracts basic data from the analysis object, and obtains a standardized file that can be loaded by an executable environment; a light-weight configurable sandbox execution environment is constructed, and the standardized file that can be loaded by the executable environment is loaded into the light-weight configurable sandbox execution environment; in the light-weight configurable sandbox execution environment, a binary file corresponding to the loaded standardized file is dynamically executed, data in a multi-dimensional binary file dynamic execution process is collected, and the data is recorded as first data; the first data is subjected to time sequence feature coding and graph feature construction, processed data is obtained, and the processed data is subjected to vulnerability feature identification, and a vulnerability feature identification result is obtained.The application solves the problem that the accuracy of binary file vulnerability dynamic analysis is not high.
Need to check novelty before this filing date? Find Prior Art