networks, is that because security investments create positive externalities on other agents, there will be under-investment in … strategic substitutes. In a general (non-symmetric) network, this implies that under-investment by some agents will encourage … over-investment by others. We demonstrate, by means of examples, there can be over-investment by some agents, and also that …