Last night Display Driver Uninstaller was updated to version 15.4.1.1 - The previous build was detected as malware by several utilities. As it turned out compiling with Visual studio Community 2015 triggered a false positive. The tool has been updated by Ghislain to 15.4.1.1 which adds a couple of fixed + it now is compiled with Visual Studio 2013 to prevent false positives.
You can download the updated binary here.