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There is a Java library by the name of Uncommon Maths that claims to provide better random number generators than Sun and (potentially) even BouncyCastle. How one can determine whether their library can be trusted? I trust Sun and BouncyCastle because a lot of important companies use their stuff. It’s not clear if Uncommon Maths falls into the same category. Any ideas?
Uncommon Maths claims to pass the Diehard tests. That’s as reliable as I know.
You can always be a scientist and re-run those tests for yourself as an independent check.