Something similar is narrated from Ibrahim (may Allah have mercy on him), and al-Hasan (may Allah have mercy on him) also narrates something similar, that the hand of the grave robber is to be cut.
Hadith Referenceالسنن الكبرى للبيهقي / كتاب السرقة / 17240