It is narrated from Sayyiduna Ibn Abbas (may Allah be pleased with them both) that the Prophet (peace and blessings be upon him) said: "The baghaya (fornicating women) are those who marry themselves off without witnesses."
Hadith Referenceالمعجم الكبير للطبراني / باب العين / 12772