Noonsite.com has an interesting page about yacht piracy. There are still pirates in some parts of the world. These attacks generally only happen in certain locations which can be seen on this piracy map.

Those pages give information on which areas to be careful in (parts of Central and South America), or to avoid altogether (e.g., Yemen and Somalia).