RECONSTRUCTING MISSING COMPLEX NETWORKS AGAINST ADVERSARIAL INTERVENTIONS

摘要

Methods, systems, devices and apparatuses for reconstructing a network. The network reconstruction system includes a processor. The processor is configured to determine an unknown sub-network of a network. The unknown sub-network includes multiple unknown nodes and multiple unknown links. The processor is configured to determine the unknown sub-network based on a known sub-network that has multiple known nodes and multiple known links, a network model and an attacker's statistical behavior to reconstruct the network. The processor is configured to determine one or more network parameters of the network. The network processor is configured to provide a probability of an outcome of an input or observation into the network or into a second network that has the one or more network parameters of the network.