Two people were reported as missing in the Neve Midbar beach in the Dead Sea area on Wednesday night, Israel Police said.
Forces were dispatched to the scene for searches aided by a police helicopter, the police added.
Police later said it had taken out people who were in the water and was continuing searches for additional missing persons via ship.
Several hours after the searches began all missing persons were confirmed found by the Israel Police.