Anchovy
The strong taste that people associate with anchovies is due to the curing process.  Fresh anchovies, known in Italy as alici, have a much softer and gentler flavor.  In English-speaking countries, alici are sometimes called "white anchovies", and are often served in a weak vinegar marinade.