Security Validations

1. Detect Secrets

Purpose: Prevents accidental sharing of sensitive credentials and keys.

What It Detects: - API Keys - Authentication Tokens - Passwords - SSH Keys - Database Connection Strings

Example Block Message: Whenever the safeguards system detects secrets following message will be displayed to the user. "🔐 -> Potential sensitive information detected: Please ensure you're not sharing any confidential data, passwords, or access keys."

Figure 1: Secret Detection Block Message

2. Detect PII (Personal Identifiable Information)

Purpose: Protects personal and sensitive information from exposure.

What It Detects:

Personal Information

📝 Social Security Numbers (SSN)
💳 Credit Card Numbers
📧 Email Addresses
📱 Phone Numbers (International formats)
🏠 Physical Addresses
🛂 Passport Numbers
🚗 Driver's License Numbers
📅 Birth Dates
👤 Person Names (First, Middle, Last)

Financial Information

🏦 Bank Account Numbers
💰 IBAN Codes
💵 Swift Codes
💳 CVV Numbers

Medical Information

🏥 Medical License Numbers
📋 Medical Record Numbers

Location Information

📍 IP Addresses
📫 ZIP/Postal Codes
🌍 GPS Coordinates
🏢 Location Identifiers

Government Identifiers

🪪 National ID Numbers
🏛️ Government Official Numbers

Digital Identifiers

💻 MAC Addresses
🌐 URLs containing personal info
📱 Device IDs
🔑 Cryptocurrency Addresses

Professional Information

👔 Employee Numbers
🏢 Corporate Email Patterns

Cultural Identifiers

🌍 Nationality
🗣️ Ethnicity
⛪ Religious Identifiers

Example Block Message: Whenever the safeguards system detects personally identifiable information following message will be displayed to the user: "**🔒 -> Personal information detected: For your privacy and security please avoid sharing sensitive information." Example Warn Message:

3. Sentiment Analysis

Purpose: Maintains professional communication standards and prevents harmful content.

Monitors For: - Hostile Language - Inappropriate Content - Unprofessional Tone - Harassment - Discriminatory Language

Threshold Settings: - Low Risk (0.3): Minor unprofessional language - Medium Risk (0.6): Concerning tone or content - High Risk (0.8): Severe violations

Example Block Message

4. Unusual Prompt Detection

Purpose: Identifies potentially harmful or suspicious requests.

Monitors For: - Code Injection Attempts - Prompt Engineering Attacks - System Command Requests - Policy Violation Attempts

Example Block Message

5. DetectSafeUnsafePrompt

Purpose: Blocks prompts that attempt to request unsafe or inappropriate content across multiple models, ensuring adherence to ethical and legal guidelines.

Capabilities:
DetectSafeUnsafePrompt is a robust system that identifies and blocks unsafe or harmful prompts across 13 categories, including both text-based and image-based inputs. It ensures that communication and content generation comply with organizational policies, ethical standards, and regulatory requirements.

Example Block Messages: ⚠️Safety check failed: Your request contains potentially harmful, unsafe, or inappropriate content.

Text Prompt Example:
Image Prompt Example:

Note: For DetectSafeUnsafePrompt to function correctly, ensure that Llama Guard is deployed and its URL is correctly set in the .env file. Add the following line to your .env file:
LLAMA_GUARD_URL=http://localhost:8888
Adjust the URL as needed based on your deployment configuration. For detailed deployment instructions, please refer to the Llama Guard Deployment Guide.

Security Validations