I can’t say for sure, I cannot get it to pop that same error again. I will try opening it from another iPhone with lockdown enabled later.
I wouldn’t even know where to start in looking at that PDF for some sort of iOS exploit payload, my guess is it would be extremely difficult to find (if it exists).
It would be even more serious for the Usenix Security conference that posted the paper!