According to Sotoshi's white paper, it seems that a 51% attack would only disrupt current transactions but not affect the previous blocks.
Where can one find this?
I think he means the original paper by Satoshi
https://bitcoin.org/bitcoin.pdfHowever I can't find any explicit mentioning of the 51% attack in it.
Hm me neither, that's what I thought he referred to as well.