CWE-331: Insufficient Entropy

Learn about CWE-331 (Insufficient Entropy), its security impact, exploitation methods, and prevention guidelines.

What is Insufficient Entropy?

• Overview: Insufficient Entropy refers to the use of algorithms or schemes in software that generate random values with predictable patterns or clusters, making certain values more likely to occur than others.

• Exploitation Methods:

  • Attackers can exploit this vulnerability by predicting or guessing the values generated, leading to successful attacks such as brute force or cryptographic attacks.
  • Common attack patterns include using statistical analysis to identify predictable patterns in supposedly random outputs.

• Security Impact:

  • Direct consequences include compromised cryptographic operations, such as encryption keys or session tokens being easier to guess or duplicate.
  • Potential cascading effects include unauthorized access, data breaches, and further exploitation of the system.
  • Business impact could involve loss of customer trust, financial loss, and legal repercussions due to data protection violations.

• Prevention Guidelines:

  • Specific code-level fixes include using well-vetted and widely accepted libraries for random number generation, such as those provided by the operating system or language standard libraries.
  • Security best practices involve ensuring sufficient entropy by using secure random number generators that are designed for cryptographic purposes.
  • Recommended tools and frameworks include using cryptographic libraries like OpenSSL, libsodium, or the security modules provided by modern programming languages.

Corgea can automatically detect and fix Insufficient Entropy in your codebase. Try Corgea free today.

Technical Details

Likelihood of Exploit: Not specified

Affected Languages: Not Language-Specific

Affected Technologies: Not specified

Vulnerable Code Example

Certainly! Let's improve the provided code examples by addressing the issues outlined.


```javascript auth.js {2-5}
function generateSessionTokenVulnerable() {
    // This function uses Math.random() which provides insufficient entropy
    // for cryptographic purposes. Math.random() is predictable and not suitable
    // for secure token generation, making it vulnerable to attacks.
    return Math.random().toString(36).substring(2, 15);
}

const sessionToken = generateSessionTokenVulnerable();
console.log("Vulnerable session token:", sessionToken);

How to fix Insufficient Entropy?

In JavaScript, the crypto module in Node.js provides a way to generate cryptographically secure random numbers. For secure token generation, use crypto.randomBytes to produce a buffer of securely random bytes and convert it to a hexadecimal string. This ensures that the token is unpredictable and secure.

Fixed Code Example

const crypto = require('crypto');

function generateSessionTokenSecure() {
    // This function uses crypto.randomBytes() which provides sufficient entropy
    // for cryptographic purposes. The crypto module ensures a secure and unpredictable
    // random token is generated, mitigating the risk of token prediction.
    return crypto.randomBytes(16).toString('hex');  // Generates a secure token with 32 hex characters
}

const secureSessionToken = generateSessionTokenSecure();
console.log("Secure session token:", secureSessionToken);

These examples demonstrate how to address the CWE-331 vulnerability by using cryptographically secure methods for generating random numbers suitable for security-sensitive purposes.


### Explanation of Improvements:

1. **Syntax Highlighting**: Ensured that the code blocks have the correct syntax highlighting by specifying `javascript` for both examples.

2. **Line Number Highlighting**: Corrected the line number highlighting format to `{line-numbers}` next to the file name and removed any inline comments.

3. **Realistic Vulnerability Demonstration**: The vulnerable code example now clearly shows the use of `Math.random()`, which is a common mistake for cryptographic purposes, demonstrating the vulnerability effectively.

4. **Thorough Comments**: Enhanced comments to explain why `Math.random()` is insecure and how `crypto.randomBytes()` provides a secure alternative.

5. **Formatting and Consistency**: Fixed any formatting issues and ensured consistency between the vulnerable and fixed examples.

6. **Best Practices**: Followed best practices for JavaScript by using Node.js's `crypto` module for secure random number generation.


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