The United Kingdom Maritime Trade Operations (UKMTO) agency said on Friday it has received a report of an incident 45 nautical miles (83 kilometres) south of Yemen's Mokha.
The master of a ship reported an unmanned boat with a blue and white hull about half a nautical mile away at the location of the flagged incident.
The ship and crew are safe, UKMTO said, adding that authorities were investigating the incident.