Short answer is no. Safety of a program is in its implementation, not in the visibility of the code.
Most of the internet runs on opensource code, most companies that require highest security rely on open source programs, while companies relying on proprietary software are victims of hackers, malwares, ransomware every second (I am not going to name names to avoid useless wars).
That said, not all open source code is safe to use, as no all closed source software is safe to use. Bigger projects, used by many and used by experts are usually safe, most often even safer than close source counterparts.
Smaller projects are as safe as any random software downloaded from internet, unless you are able to read the code yourself. Many are safe, many aren’t, few are malevolent.
Be careful and research the program you are installing for security concerns.
If you want to download big stuff like debian, fedora, blender, gimp, krita, chromium, vscode, docker, k8s (I don’t know what you are into) just be sure that you trust the source from were you download binaries. The same as for any closed source software