It's definitely not a loctite issue because I already tried heating and I see quite a bit of rust. The scope ring screws also had quite a bit of rust but some drops of hoppes 9 oil and some tapping and heating got them to loosen up but it looks like the rust is even worse in the base. This gun used to belong to my dad and now mine since he doesn't shoot it anymore and the current mounting system has been there for almost 30 years, that was why I was wanting to replace it since I saw quite a bit of rust. Probably should've went for a better penetrating oil but WD-40 was all I had on hand and thought it would be enough. I definitely had too much confidence in myself and should've just taken it to the gunsmith in the first place.
I'm not sure what brand the base is, but I think it might be redfield since the gun had a redfield scope on it and there's a R on the side of the base.
The screw is still in both the base and the receiver, it's just that the top half of it is drilled off thanks to me trying to use a screw extractor on it.
I'm fine on the screws because the new base I ordered will come with all the screws I need. Thanks for offering though.
The gun probably would've been fine if I just left the base there, but the rust was really bothering me and I wanted to clean it up.