Los Altos-based Contrast Security makes self-protecting software so it can defend itself from vulnerabilities and attacks. Founded by Arshan Dabirsiaghi and Jeff Williams in 2014, Contrast Security is backed by investors that include AXA Venture Partners, Battery Ventures, General Catalyst, M12, and Warburg Pincus.