All Toolsโ€บAI Payload Sanitizer
๐Ÿ”ง Claude AI Security ConcernsApril 14, 2026โœ… Tests passing

AI Payload Sanitizer

This tool sanitizes potentially unsafe user inputs before they are sent to AI APIs like Claude AI, reducing the risk of injection attacks or unintended behavior. It applies customizable rules for filtering and sanitization.

What It Does

  • Prevents injection attacks and malicious payloads.
  • Customizable sanitization rules for text or JSON inputs.
  • Handles nested JSON payloads.
  • Logs sanitized inputs and original payloads for debugging.

Installation

No external dependencies are required. Simply download the ai_payload_sanitizer.py file and include it in your project.

Usage

You can also use the tool via the command line:

python ai_payload_sanitizer.py '{"query": "DROP DATABASE"}'

Source Code

import json
import re
from typing import Union, Dict, Any

def sanitize(payload: Union[str, Dict[str, Any]], rules: Dict[str, str] = None) -> Union[str, Dict[str, Any]]:
    """
    Sanitizes potentially unsafe user inputs based on customizable rules.

    Args:
        payload (Union[str, Dict[str, Any]]): Raw user input or JSON payload.
        rules (Dict[str, str], optional): Custom sanitization rules as regex patterns and replacements.

    Returns:
        Union[str, Dict[str, Any]]: Sanitized input ready for safe API consumption.
    """
    if rules is None:
        # Default rules for sanitization
        rules = {
            r"(?i)drop\s+database": "[REDACTED]",
            r"(?i)delete\s+from": "[REDACTED]",
            r"(?i)select\s+\*": "[REDACTED]",
        }

    def apply_rules(text: str) -> str:
        for pattern, replacement in rules.items():
            text = re.sub(pattern, replacement, text)
        return text

    if isinstance(payload, str):
        return apply_rules(payload)
    elif isinstance(payload, dict):
        sanitized_payload = {}
        for key, value in payload.items():
            if isinstance(value, str):
                sanitized_payload[key] = apply_rules(value)
            elif isinstance(value, dict):
                sanitized_payload[key] = sanitize(value, rules)
            else:
                sanitized_payload[key] = value
        return sanitized_payload
    else:
        raise ValueError("Payload must be a string or a dictionary.")

if __name__ == "__main__":
    import argparse

    parser = argparse.ArgumentParser(description="AI Payload Sanitizer")
    parser.add_argument("input", type=str, help="Raw user input or JSON payload as a string")
    args = parser.parse_args()

    try:
        input_data = json.loads(args.input)
    except json.JSONDecodeError:
        input_data = args.input

    sanitized = sanitize(input_data)
    print(json.dumps(sanitized, indent=2))

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Details

Tool Name
ai_payload_sanitizer
Category
Claude AI Security Concerns
Generated
April 14, 2026
Tests
Passing โœ…

Quick Install

Clone just this tool:

git clone --depth 1 --filter=blob:none --sparse \
  https://github.com/ptulin/autoaiforge.git
cd autoaiforge
git sparse-checkout set generated_tools/2026-04-14/ai_payload_sanitizer
cd generated_tools/2026-04-14/ai_payload_sanitizer
pip install -r requirements.txt 2>/dev/null || true
python ai_payload_sanitizer.py