Damaged photos help

[mjh93]

I hope someone can help, I had some photos on my back seat and also a bottle of engine oil which I threw on their in a rush and when I got the photos out they were soaked in oil, I wiped them down the best I could but most have oil soaked into the back around the edges, how can I repair this ?