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This noncompliant code example generates a sequence of 10 pseudorandom numbers using the Mersenne Twister engine. No matter how many times this code is executed, it always produces the same sequence because the default seed is used for the engine:.

#include <random>
#include <iostream>

void f() {
  std::mt19937 engine;
  
  for (int i = 0; i < 10; ++i) {
    std::cout << engine() << ", ";
  }
}

The output is as follows:of this example follows.

1st run: 3499211612, 581869302, 3890346734, 3586334585, 545404204, 4161255391, 3922919429, 949333985, 2715962298, 1323567403, 
2nd run: 3499211612, 581869302, 3890346734, 3586334585, 545404204, 4161255391, 3922919429, 949333985, 2715962298, 1323567403, 
...
nth run: 3499211612, 581869302, 3890346734, 3586334585, 545404204, 4161255391, 3922919429, 949333985, 2715962298, 1323567403, 

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This noncompliant code example improves over the previous noncompliant code example by seeding the random number generation engine with the current time. However, this approach is still unsuitable when an attacker can control the time at which the seeding is executed. Predictable seed values can result in exploits when the subverted PRNG is used.

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#include <random>
#include <iostream>

void f() {
  std::random_device dev;
  std::mt19937 engine(dev());
  
  for (int i = 0; i < 10; ++i) {
    std::cout << engine() << ", ";
  }
} 

The output of this example follows.

/*
output:
1st run: 3921124303, 1253168518, 1183339582, 197772533, 83186419, 2599073270, 3238222340, 101548389, 296330365, 3335314032, 
2nd run: 2392369099, 2509898672, 2135685437, 3733236524, 883966369, 2529945396, 764222328, 138530885, 4209173263, 1693483251, 
3rd run: 914243768, 2191798381, 2961426773, 3791073717, 2222867426, 1092675429, 2202201605, 850375565, 3622398137, 422940882,
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*/

Risk Assessment

Automated Detection

Related Vulnerabilities

Using a predictable seed value, such as the current time, result in numerous vulnerabilities, such as the one described by CVE-2008-1637.

Search for vulnerabilities resulting from the violation of this rule on the CERT website.

Related Guidelines

Bibliography

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