Thank you all for your suggestions. I ended up gluing a 1 cm slice of wood on top of the leg. I am thinking now to cut the mortise a bit further than 1 inch from the (new) top as i have to compensate for that glued piece, otherwise the chance of the upper part splitting will probably be greater?
Cheers,
Tudor