论文标题
使用空闲网络对复杂网络的稳健性评估
Robustness Assessment of Complex Networks using the Idle Network
论文作者
论文摘要
网络鲁棒性是面对失败或有针对性攻击的维持功能的重要系统属性。目前，仅利用不受攻击影响的节点的连通性来评估健壮性。我们建议将受攻击影响（闲置网络）影响的节点的新兴连接性的属性纳入，该节点被证明包含有关网络鲁棒性的相关信息，从而提高了其评估准确性。闲置网络信息提供了概括模型的潜力，使它们能够估算看不见的攻击的鲁棒性。
Network robustness is an essential system property to sustain functionality in the face of failures or targeted attacks. Currently, only the connectivity of the nodes unaffected by an attack is utilized to assess robustness. We propose to incorporate the properties of the emerging connectivity of the nodes affected by the attack (Idle Network), which is demonstrated to contain pertinent information about network robustness, improving its assessment accuracy. The Idle network information offers the potential to generalize models, enabling them to estimate robustness for unseen attacks.
