No need so hard to proof if fake, their asking salary is what they think their skill and experience worth, If u don't have budget don't hire why so hard.

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Bro big company/bank they hire professional service to do background checking, if your company cannot afford that you can use 3rd party recruiter, if cannot afford that also I suggest stop emphasize on the background but more on their skill (this one you need to test during interview).