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Add Insecure Randomness Query (CWE-338)
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<!DOCTYPE qhelp PUBLIC
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"-//Semmle//qhelp//EN"
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"qhelp.dtd">
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<qhelp>
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<overview>
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<p>
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Using a cryptographically weak pseudo-random number generator to generate a security-sensitive value,
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such as a password, makes it easier for an attacker to predict the value.
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Pseudo-random number generators generate a sequence of numbers that only approximates the
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properties of random numbers. The sequence is not truly random because it is completely
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determined by a relatively small set of initial values, the seed. If the random number generator is
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cryptographically weak, then this sequence may be easily predictable through outside observations.
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</p>
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</overview>
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<recommendation>
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<p>
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When generating values for use in security-sensitive contexts, it's essential to utilize a
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cryptographically secure pseudo-random number generator. As a general guideline, a value
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should be deemed "security-sensitive" if its predictability would empower an attacker to
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perform actions that would otherwise be beyond their reach. For instance, if an attacker could
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predict a newly generated user's random password, they would gain unauthorized access to that user's
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account.
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For Ruby, `SecureRandom` provides a cryptographically secure pseudo-random number generator.
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`rand` is not cryptographically secure, and should be avoided in security contexts.
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For contexts which are not security sensitive, Random may be preferable as it has a more convenient
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interface.
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</p>
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</recommendation>
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<example>
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<p>
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The following examples show different ways of generating a password.
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</p>
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<p>The first example uses `Random.rand()` which is not for security purposes</p>
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<sample src="examples/InsecureRandomnessBad.rb" />
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<p>In the second example, the password is generated using `SecureRandom.random_bytes` which is a
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cryptographically secure method.</p>
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<sample src="examples/InsecureRandomnessGood.rb" />
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</example>
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<references>
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<li>Wikipedia: <a href="http://en.wikipedia.org/wiki/Pseudorandom_number_generator">Pseudo-random number generator</a>.</li>
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<li>Common Weakness Enumeration: <a href="https://cwe.mitre.org/data/definitions/338.html">CWE-338</a>.</li>
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<li>Ruby-doc: <a href="https://ruby-doc.org/core-3.1.2/Random.html">Random</a>.</li>
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</references>
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</qhelp>
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/**
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* @name Insecure randomness
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* @description Using a cryptographically weak pseudo-random number generator to generate a
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* security-sensitive value may allow an attacker to predict what value will
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* be generated.
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* @kind path-problem
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* @problem.severity warning
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* @security-severity 7.8
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* @precision high
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* @id rb/insecure-randomness
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* @tags security
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* external/cwe/cwe-338
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*/
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import codeql.ruby.DataFlow
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import codeql.ruby.security.InsecureRandomnessQuery
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import InsecureRandomnessFlow::PathGraph
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from InsecureRandomnessFlow::PathNode source, InsecureRandomnessFlow::PathNode sink
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where InsecureRandomnessFlow::flowPath(source, sink)
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select sink.getNode(), source, sink,
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"This uses a cryptographically insecure random number generated at $@ in a security context.",
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source.getNode(), source.getNode().toString()
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def generate_password()
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chars = ('a'..'z').to_a + ('A'..'Z').to_a + ('0'..'9').to_a + ['!', '@', '#', '$', '%']
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# BAD: rand is not cryptographically secure
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password = (1..10).collect { chars[rand(chars.size)] }.join
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end
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password = generate_password
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require 'securerandom'
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def generate_password()
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chars = ('a'..'z').to_a + ('A'..'Z').to_a + ('0'..'9').to_a + ['!', '@', '#', '$', '%']
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# GOOD: SecureRandom is cryptographically secure
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password = SecureRandom.random_bytes(10).each_byte.map do |byte|
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chars[byte % chars.length]
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end.join
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end
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password = generate_password()
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