This is Kaspersky, so the only answer you’re going to get from them is “use Kaspersky Premium”.
The only non-Play apps they mention in their report are modified versions of otherwise-clean apps (like Spotify or Minecraft). They didn’t mention anything on F-Droid or other app stores.
I miss the Nexus 4.