The passengers aboard the 49-foot wooden boat included 19 women and 17 children, ANSA reported.
The passengers said they were fleeing war-torn Syria and were in good health.
The refugees were accompanied to shore by authorities where the identification process began, ANSA reported.
Police detained two Syrians and three Egyptians accused of trafficking the migrants.
2014: The Year in Music [PHOTOS]