Leros is incredibly welcoming to solo female travelers. Crime is very low on the island and the local people are kind and ready to help if needed. In terms of personal safety during the day and night, it is generally very safe. However, usual precautions such as avoiding deserted areas at night and keeping an eye on your belongings should still be taken. As anywhere, it is important to respect the local customs and traditions.