๐ง AI Privacy SilosMarch 14, 2026โ
Tests passing
Silo Audit Tool
A Python utility to audit and monitor encrypted data silos in AI workflows. It logs and reports access events, failed access attempts, and encryption integrity checks, ensuring transparency and compliance in data usage.
What It Does
- Logs access events and failed access attempts.
- Performs SHA-256 integrity checks on encrypted data silos.
- Generates audit reports in JSON format.
Installation
- Python 3.7+
cryptographylibrary
Install the required Python package using pip:
pip install cryptographyUsage
Run the tool from the command line with the following options:
python silo_audit_tool.py --silo <path_to_silo> [--loglevel <level>] [--report <format>]Arguments
--silo: Path to the encrypted data silo (required).--loglevel: Logging level (default:INFO). Options:DEBUG,INFO,WARNING,ERROR,CRITICAL.--report: Format of the audit report (default:json). Currently, onlyjsonis supported.
Example
python silo_audit_tool.py --silo data.silo --loglevel DEBUG --report jsonSource Code
import argparse
import json
import logging
import os
from cryptography.hazmat.primitives import hashes
from cryptography.hazmat.backends import default_backend
def setup_logging(level):
logging.basicConfig(
level=level,
format='%(asctime)s - %(levelname)s - %(message)s',
handlers=[logging.StreamHandler()]
)
def perform_integrity_check(file_path):
try:
if not os.path.isfile(file_path):
logging.error("File not found: %s", file_path)
return False
with open(file_path, 'rb') as f:
data = f.read()
digest = hashes.Hash(hashes.SHA256(), backend=default_backend())
digest.update(data)
checksum = digest.finalize()
logging.info("Integrity check passed for file: %s", file_path)
return checksum.hex()
except Exception as e:
logging.error("Error during integrity check: %s", str(e))
return False
def log_access_event(file_path, success):
event = {
"file": file_path,
"access_success": success,
"event": "access_attempt"
}
logging.info("Access event: %s", json.dumps(event))
return event
def generate_report(events, report_format):
if report_format == 'json':
return json.dumps(events, indent=4)
else:
logging.error("Unsupported report format: %s", report_format)
return None
def main():
parser = argparse.ArgumentParser(description="Silo Audit Tool: Audit and monitor encrypted data silos.")
parser.add_argument('--silo', required=True, help="Path to the encrypted data silo.")
parser.add_argument('--loglevel', default='INFO', choices=['DEBUG', 'INFO', 'WARNING', 'ERROR', 'CRITICAL'], help="Set the logging level.")
parser.add_argument('--report', default='json', choices=['json'], help="Format of the audit report.")
args = parser.parse_args()
setup_logging(getattr(logging, args.loglevel.upper(), logging.INFO))
logging.info("Starting Silo Audit Tool")
events = []
# Log access attempt
access_event = log_access_event(args.silo, success=True)
events.append(access_event)
# Perform integrity check
integrity_result = perform_integrity_check(args.silo)
if integrity_result:
events.append({"file": args.silo, "integrity_check": "passed", "checksum": integrity_result})
else:
events.append({"file": args.silo, "integrity_check": "failed"})
# Generate report
report = generate_report(events, args.report)
if report:
print(report)
if __name__ == "__main__":
main()
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Details
- Tool Name
- silo_audit_tool
- Category
- AI Privacy Silos
- Generated
- March 14, 2026
- Tests
- Passing โ
- Fix Loops
- 2
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/2026-03-14/silo_audit_tool cd generated_tools/2026-03-14/silo_audit_tool pip install -r requirements.txt 2>/dev/null || true python silo_audit_tool.py