If you encrypt an entire USB with Veracrypt can malware be put on the USB while encrypted?

If you encrypt an entire USB with Veracrypt can malware be put on the USB while encrypted?

Let's say that you take a USB drive and encrypt the entire thing with Veracrypt. Could someone modify that USB drive to include malware on it? This is not assuming that physical changes to the device have been made.