https://github.com/csvl/SEMA

SEMA is based on angr, a symbolic execution engine used to extract API calls. Especially, we extend ANGR with strategies to create representative signatures based on System Call Dependency graph (SCDG). Those SCDGs can be exploited in machine learning modules to do classification/detection.
https://github.com/csvl/SEMA

angr binary-analysis classification concolic-execution ctf cybersecurity detection linux malware malware-analysis malware-detection malware-research python reverse reverse-engineering sema static-analysis symbolic symbolic-execution windows

Last synced: 1 day ago
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SEMA is based on angr, a symbolic execution engine used to extract API calls. Especially, we extend ANGR with strategies to create representative signatures based on System Call Dependency graph (SCDG). Those SCDGs can be exploited in machine learning modules to do classification/detection.

• Host: GitHub
• URL: https://github.com/csvl/SEMA
• Owner: csvl
• License: bsd-2-clause
• Created: 2022-03-11T08:36:34.000Z (almost 3 years ago)
• Default Branch: production
• Last Pushed: 2024-11-26T22:09:17.000Z (about 2 months ago)
• Last Synced: 2025-01-14T10:10:41.820Z (5 days ago)
• Topics: angr, binary-analysis, classification, concolic-execution, ctf, cybersecurity, detection, linux, malware, malware-analysis, malware-detection, malware-research, python, reverse, reverse-engineering, sema, static-analysis, symbolic, symbolic-execution, windows
• Language: Python
• Homepage: https://csvl.github.io/SEMA/
• Size: 1.42 GB
• Stars: 103
• Watchers: 3
• Forks: 21
• Open Issues: 14
• Metadata Files:
  • Readme: README.md
  • Changelog: CHANGELOG.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE

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