I haven't finished reading the paper, but maybe my biggest immediate takeaway is that significantly increasing the number of bits doesn't really help. Using the methods discussed in the paper, 4096 bit integers can be factored in less than 4x the amount of time needed to factor 2048 bit integers. In other words, should this method become practical, cryptographers couldn't solve the problem by using integers we would ordinarily consider much harder to factor.