Signal devs accuse f-droid for not being secure, but do not offer any convincing arguments to back it up. Just saying it doesn't make it so.
F-Droid works. I have 20+ apps installed on my phone from F-Droid. I am not going to go back to installing apks from website or Google Play just so that I can use Signal.