If you're really that paranoid that you believe such conspiracy theories, then simply compile and run the source code they provide, and run that instead of the binary they also provide.
But you have to admit, it's a pretty implausible conspiracy theory, since it would be so straightforward for you to do that. Because they're literally providing you the source code WITHOUT the backdoors, which you believe they don't want you to compile and run.