I don't think "scares away" is accurate. There are reasons women don't get into tech, but I don't think being scared is high on the list. I also think this will change over time -- I think social perceptions are changing and technical and scientific occupations are gradually being seen less as a male approach to processing reality and more gender-neutral.
For all our sakes, I hope this is true.