Just downloaded and extracted the archive. The .exe is there for me. It could be your antivirus with a false positive nuking it. Maybe check your AV history/quarantine list?
I don't have a third party antivirus installed, it's just Windows Defender. Knowing what I know about Windows, they would either tell me immediately or give me zero information, but I can try to check.
