Gift tax

Ok, so I gotta ask-

How the hell would NTA know/find out if I exchanged bunch of dollars to yen and gave someone cash and then they deposited to their bank account? Like can they say it’s just my たんす貯金 or some shit?

thank you all for your replies. I have definitely read all of them and I appreciate the advice