RNGCryptoServiceProvider. This generates high-quality random numbers. With it, we use an RNG (random number generator) that is as random as possible.
This helps in applications where random numbers must be completely random. RNGCryptoServiceProvider has a cost: it reduces performance over the Random type.
Example. The most useful method on RNGCryptoServiceProvider is the GetBytes method. You can enclose it in a using-statement. We fill a 4-byte array with GetBytes 10 times.
Then We use BitConverter.ToInt32 to change those 4-byte arrays into integers. This yields random integers.
Result The output looks random. I haven't run any tests of randomness on RNGCryptoServiceProvider or compared it to the Random type.
using System;
using System.Security.Cryptography;
using (RNGCryptoServiceProvider rng = new RNGCryptoServiceProvider())
{
// Buffer storage.
byte[] data = new byte[4];
// Ten iterations.
for (int i = 0; i < 10; i++)
{
// Fill buffer.
rng.GetBytes(data);
// Convert to int 32.
int value = BitConverter.ToInt32(data, 0);
Console.WriteLine(value);
}
}461315061
-1277834804
-1239389884
-1540126655
1669339804
1436197105
-473414988
-264059284
-1832694377
-1929982707
RandomNumberGenerator. In .NET 7, when we try to compile a program with RNGCryptoServiceProvider, we get a warning that it is obsolete. We can use RandomNumberGenerator to fix this.
Tip RandomNumberGenerator.Create is a static method. We can use it in a using-statement (much like RNGCryptoServiceProvider).
using System;
using System.Security.Cryptography;
// Use static RandomNumberGenerator class to fix compile-time warning.
using (var rng = RandomNumberGenerator.Create())
{
byte[] data = new byte[4];
rng.GetBytes(data);
int value = BitConverter.ToInt32(data, 0);
Console.WriteLine(value);
}1290897236
We can benchmark RNGCryptoServiceProvider and Random. I tested methods that call Next() for Random. The objects were created outside of the inner loop.
Result It is clear from these results that you might end up with a slow program if you overuse RNGCryptoServiceProvider.
Time for one random int from RNGCryptoServiceProvider: 2796.19 ns
Time for one random int from Random: 9.30 ns
Discussion. So when should you use RNGCryptoServiceProvider? My expectation is that for most programs, Random is sufficient and preferable due to its simplicity.
But For important programs RNGCryptoServiceProvider is better because it is less prone to problems with its randomness.
Summary. We looked at the RNGCryptoServiceProvider type. With this type, you can fill byte arrays with random values. Then you can convert those byte arrays to integral types or use them directly.
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This page was last updated on May 2, 2023 (new example).