PEpper - An Open Source Script To Perform Malware Static Analysis On Portable Executable

[✨ DeeZNuTz]

An open source tool to perform malware static analysis on Portable Executable
Installation

Code:
git clone https://github.com/Th3Hurrican3/PEpper/
cd PEpper
pip3 install -r requirements.txt
python3 pepper.py ./malware_dir

Screenshot







CSV output

Feature extracted

• Suspicious entropy ratio
• Suspicious name ratio
• Suspicious code size
• Suspicious debugging time-stamp
• Number of export
• Number of anti-debugging calls
• Number of virtual-machine detection calls
• Number of suspicious API calls
• Number of suspicious strings
• Number of YARA rules matches
• Number of URL found
• Number of IP found
• Cookie on the stack (GS) support
• Control Flow Guard (CFG) support
• Data Execution Prevention (DEP) support
• Address Space Layout Randomization (ASLR) support
• Structured Exception Handling (SEH) support
• Thread Local Storage (TLS) support
• Presence of manifest
• Presence of version
• Presence of digital certificate
• Packer detection
• VirusTotal database detection
• Import hash

Notes

• Can be run on single or multiple PE (placed inside a directory)
• Output will be saved (in the same directory of pepper.py) as output.csv
• To use VirusTotal scan, add your private key in the module called "virustotal.py" (Internet connection required)

Download PEpper