Some additional info is in Espressif's notification (CVE-2019-17391) which is linked to in the write up:
https://www.espressif.com/en/news/Security_Advisory_Concerni...
The fix is in ESP32-D0WD-V3 and ESP32-WROVER-E, but of course that doesn't do you any good if you've already shipped product.