A cold wallet is not connected to the internet, so it is out of reach for remote attacks. Hardware wallets (Ledger, Trezor) sign transactions offline. They are suitable for long-term storage of large amounts.
Term
Cold wallet
A wallet that stores keys offline (hardware or paper) — maximum protection from hacking.