ERC-20 tells wallets and apps how to talk to a token. It does not tell you whether the token is endorsed, audited, immutable, fair, or tied to the project whose name it uses.
That is why a verification flow needs both contract-level checks and identity-level checks. The chain can show what happened. The project still has to tell you whether it meant for that thing to happen.