All Toolsโ€บSilo Audit Tool
๐Ÿ”ง AI Privacy SilosMarch 14, 2026โœ… 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+
  • cryptography library

Install the required Python package using pip:

pip install cryptography

Usage

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, only json is supported.

Example

python silo_audit_tool.py --silo data.silo --loglevel DEBUG --report json

Source 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 โœ…
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
Silo Audit Tool โ€” AI Tools by AutoAIForge