Yes I will think so, just try it.

Dim generatedPass As String = System.Web.Security.Membership.GeneratePassword(lenght, numberOfNonAlphanumericCharacters)

>>Michel take a look into Membership.GeneratePassword Method I think that is what you want.
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>If I use a login against a custom member table, can I also use the Membership class for such needs?