How to determine if a string is random?

I need to be able to test a text list for file names that seem random;

e.g. aggvvcx.com or kbzaandc.exe

Is there any sensible/reasonable way to do this? The only idea I have is to check for ratio of occurrence of vowels to consonant but this doesn't seem reliable neither does using a dictionary.