While a mixed lot, they (Ashkenazis) still average 30 - 50% Jewish DNA, depending on the source.
The whole Khazer thing is a tad suspect too, btw.
And we do know that after Rome ended Judea in 70 AD they ended up elsewhere in the Empire, they didn't simply vanish like the Israelites did.