About on-chain transfers:
Once a withdrawal request from an exchange is broadcast to the blockchain, the exchange can no longer cancel it. It can only be canceled before broadcast.
Irreversibility is one of the trade-offs of blockchain design: no central authority can alter the ledger, so no one can help you reverse a transaction.
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