A properties file packaged with the application should not be loaded using the file system, but using the class loader. Indeed, the properties file, once the application is packaged, will be embedded inside a jar file, with the .class files.
If the config.properties file is in the package com.foo.bar, then you should load it using
InputStream in = SomeClass.class.getResourceAsStream("/com/foo/bar/config.properties");
Or with
InputStream in = SomeClass.class.getClassLoader().getResourceAsStream("com/foo/bar/config.properties");
You may also load it with a relative path. If SomeClass is also in the package com.foo.bar, then you may load it with.
InputStream in = SomeClass.class.getResourceAsStream("config.properties");
Note that Java variables should always start with a lowercase letter: config and not Config.