Graphcat.py - Generate graphs and charts based on password cracking result
Simple script to generate graphs and charts on hashcat (and john) potfile and ntds.
Table of Content
Install
git clone https://github.com/Orange-Cyberdefense/graphcat
cd graphcat
pip install .
Helper
$ graphcat.py -h
usage: graphcat.py [-h] -potfile hashcat.potfile -hashfile hashfile.txt [-john] [-format FORMAT] [-export-charts] [-output-dir OUTPUT_DIR] [-debug]
Password Cracking Graph Reporting
options:
-h, --help show this help message and exit
-potfile hashcat.potfile
Hashcat Potfile
-hashfile hashfile.txt
File containing hashes (one per line)
-john John potfile
-format FORMAT hashfile format (default 3): 1 for hash; 2 for username:hash; 3 for secretsdump (username:uid:lm:ntlm)
-export-charts Output also charts in png
-output-dir OUTPUT_DIR
Output directory
-debug Turn DEBUG output ON
Usage
Graphcat just need a potfile with -potfile (default is hashcat, but you can use -john to submit a john potfile) and a hashfile with -hashfile. The hashfile should be in a specific format from the 3 availables formats with -format flag. Default is Secretsdump.
The tool will generate a report with multiple password cracking charts. You can get charts in png with the -export-charts flag.
$ graphcat.py -hashfile entreprise.local.ntds -potfile hashcat.pot
[-] Parsing potfile
[-] 164 entries in potfile
[-] Parsing hashfile
[-] 1600 entries in hashfile
[-] Generating graphs...
[-] Generating report...
[-] Report available at graphcat_1672941324.pdf
Formats
1: Only Hash
aad3b435b51404eeaad3b435b51404ee
aad3b435b51404eeaad3b435b51404ee
aad3b435b51404eeaad3b435b51404ee
2: Username + Hash
test1:aad3b435b51404eeaad3b435b51404ee
test2:aad3b435b51404eeaad3b435b51404ee
test3:aad3b435b51404eeaad3b435b51404ee
3: Secretsdump
waza.local\test1:4268:aad3b435b51404eeaad3b435b51404ee:aad3b435b51404eeaad3b435b51404ee:::
waza.local\test2:4269:aad3b435b51404eeaad3b435b51404ee:aad3b435b51404eeaad3b435b51404ee:::
waza.local\test3:4270:aad3b435b51404eeaad3b435b51404ee:aad3b435b51404eeaad3b435b51404ee:::
If a hash occurs more than once in the hash file, it will be counted that many times.
Moreover, if you submit secretsdump with password history (-history in secretsdump command), it will analyze similarity in password history
Charts example
Danial Zahoor
Professional Ethical Hacker and Cybersecurity Researcher with a proven track record in dismantling online threats. Successfully neutralized 4 scammer networks, thwarted 13 phishing schemes, and disrupted 4 kidnapper networks. Committed to ensuring online safety and security, I leverage my expertise to protect individuals and organizations from digital threats. Passionate about cybersecurity education and empowering others to stay safe online.
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