anomaly score

anomaly-score

Score each password in a wordlist using a native ensemble of

Syntax

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  WordlistXPL-Forge  v1.2.0
  Author: André Henrique (@mrhenrike)
  Unified wordlist generation for pentest & red team

usage: wlf.py anomaly-score [-h] [--top N] [--max-lines MAX_LINES] [-o FILE]
                            WORDLIST

Score each password in a wordlist using a native ensemble of
IsolationForest-lite and HBOS-lite algorithms. No external
ML library required. Higher score = more anomalous.

Examples:
  wlf.py anomaly-score labs/labs_passwords.lst --top 50
  wlf.py anomaly-score leak.txt --top 100 -o rare.txt
  wlf.py anomaly-score corpus.lst --max-lines 200000

positional arguments:
  WORDLIST              Input wordlist file path

options:
  -h, --help            show this help message and exit
  --top N               Return only the top-N most anomalous entries (0 = all)
  --max-lines MAX_LINES
                        Maximum lines to read from wordlist (default: 100000)
  -o, --output FILE     Save scored password list to file (one per line, no
                        scores)

Flags

Flag / arg	Default	Required	Description
WORDLIST	-	yes	Input wordlist file path
--top	0	no	Return only the top-N most anomalous entries (0 = all)
--max-lines	100000	no	Maximum lines to read from wordlist (default: 100000)
-o, --output	-	no	Save scored password list to file (one per line, no scores)

Input combinations

• Minimum: wlf anomaly-score --help
• Typical: see examples in the syntax block.
• Globals: --min-len, --max-len, --limit, --threads when the command generates lists.

Output

Stdout and/or -o / --output when the parser exposes it. Exit 0 on success; non-zero on invalid input.

Smoke

• Valid: exit 0
• Invalid: exit 2

Notes

Examples use generic labels (BrandX, acme.example). This repo does not ship wlist_brasil.