It's apparently fixed in version 1.0.9.8.5: https://security-tracker.debian.org/tracker/CVE-2019-3462
...but the suggested apt -o Acquire::http::AllowRedirect=false update fails because security.debian.org wants to do a redirect.
Manually downloading the packages listed in the announcement doesn't work either, since that's the Stretch version.
I can get the source package here: https://packages.debian.org/jessie/apt
...but the key is not in /usr/share/keyrings/debian-archive-keyring.gpg. (And I'm not entirely sure how to build a source package.)
I tried adding a different source, as suggested in the announcement:
deb http://cdn-fastly.deb.debian.org/debian-security stable/updates main
...but it seems it can't find the right versions of all the dependencies: # apt -o Acquire::http::AllowRedirect=false install apt apt-utils libapt-pkg5.0 libapt-inst2.0 liblz4-1
...
The following packages have unmet dependencies:
libapt-pkg5.0 : Depends: liblz4-1 (>= 0.0~r127) but 0.0~r122-2 is to be installed
E: Unable to correct problems, you have held broken packages.