“…The cybersecurity problem among interconnected firms could be seen as the typical interdependent security (IDS) problem, proposed firstly by Kunreuther and Heal [29], who conducted a case study of security investment behaviors among firms in airline security and found that there is a "free-riding problem" of firms' security investment, also denoted as negative externality. Later, some research committed to solving such a negative external issue [10,17,30,31]. For example, Zhao, Xue, and Whinston [9] explored the effects of three risk management methods including cyberinsurance, managed security services (MSSs), and risk pooling arrangements (RPAs) in addressing the investment inefficiency, and the results showed that MSSs has the best effect on security risk management, followed by RPAs and cyberinsurance.…”