Aptoide claims to be the most secure 3rd party app store.
According to a scientific study made by Waseda University in Tokyo, Japan, Aptoide is the safest third-party Android app store on the market.
https://en.aptoide.com/company/faq
Would appreciate an evaluation by team in light of the comments on F-Droid.