๐ง Claude AI Security ConcernsApril 14, 2026โ
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))Community
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Details
- Tool Name
- ai_payload_sanitizer
- Category
- Claude AI Security Concerns
- Generated
- April 14, 2026
- Tests
- Passing โ
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