Data protection - cloud watch

Hi raviv,

please go through the below script and steps once i hope it will helps to resolve your issue.

Python Script for Masking Sensitive Data in JSON

import re
import json

# Sample JSON payload
json_payload = """
{
  "contactDetails": {
    "firstName": "Peter Alpha",
    "companyName": "OFN Test",
    "email": "test@ab.com",
    "phoneNumber": "0000000000"
  }
}
"""

# Convert JSON string to a Python dictionary
data = json.loads(json_payload)

# Regular expressions for matching sensitive data
email_regex = r"[^@]+@[^@]+\.[^@]+"
phone_regex = r"\b\d{10}\b"
name_regex = r"\b[A-Z][a-z]*\s[A-Z][a-z]*\b"  # Example for FirstName LastName

# Function to mask sensitive data
def mask_data(data):
    if isinstance(data, dict):
        for key, value in data.items():
            if isinstance(value, str):
                if re.match(email_regex, value):
                    data[key] = "*****@*****.com"
                elif re.match(phone_regex, value):
                    data[key] = "**********"
                elif re.match(name_regex, value):
                    data[key] = "***** *****"
            else:
                mask_data(value)
    elif isinstance(data, list):
        for item in data:
            mask_data(item)

# Mask the data
mask_data(data)

# Convert the dictionary back to a JSON string
masked_json_payload = json.dumps(data, indent=2)
print(masked_json_payload)

Explanation:

Regex Patterns:

• Email: Matches standard email formats.
• Phone: Matches a 10-digit phone number.
• Name: A simple regex to match "FirstName LastName". This can be adjusted based on name formats you expect.

Function mask_data:

• Recursively checks each value in the JSON structure.
• Applies masking based on the regex patterns.

Execution:

• Converts the JSON payload to a dictionary.
• Applies the mask_data function.
• Converts the dictionary back to a JSON string and prints it.

Customization

• Name Regex: The name_regex pattern can be customized to better match your specific name formats.
• Masking Strings: Adjust the replacement strings ("***** ", "@*****.com", "**********") as needed.