Connections between individuals facilitate the exchange of goods, resources and information and create benefits. However, the connections are costly to create and also serve as conduits for the spread of attacks and viruses. What are the implications of this trade-off for the network design and the nature of contagion in networks. The talk will present an overview of theoretical models and empirical studies of network resilience.