(additional summary proposed by me)
3.8.4 introduced a regression that allowed users of tar could provide -s with specially crafted input could crash tar(1) due to incorrect buffer accesses.
Whether or not this is a CVE-worthy issue is still TBD. I would need to take a look at the NIST CVE rubric to see what the criteria is for rating the issue.