No, AirTags cannot be tracked by others without your knowledge. Apple has implemented several security measures to ensure that you are aware of any AirTags in your proximity. If someone attempts to track you with an AirTag, your iPhone will notify you if an unrecognized AirTag is moving with you for a prolonged period.