Chrome flags .exe installer as malware

Using chrome browser on Windows x64, multiple users stated new .exe installer is blocked by chrome and flagged as malware. Was able to replicate issue on Windows 7 Ultimate x64 sp 1 with Chrome browser Version 34.0.1847.131 m