Cascade-based attacks on complex networks

Cascade-based attacks on complex networks

8 Jan 2003 | Adilson E. Motter1,* and Ying-Cheng Lai1,2
The paper by Adilson E. Motter and Ying-Cheng Lai explores the vulnerability of complex networks to cascading failures, particularly in the context of physical flows such as information, energy, and data. They demonstrate that in networks with a highly heterogeneous distribution of loads, a single key node can trigger a global cascade of overload failures, leading to the collapse of the entire network. This is relevant for real-world systems like the Internet and power grids, where the heterogeneity of loads makes these networks particularly vulnerable. The authors introduce a model for cascading failures and show that for heterogeneous networks, global cascades occur if the removed node has a high load. They provide evidence through simulations of random breakdowns and intentional attacks on both scale-free and homogeneous networks, confirming that heterogeneous networks are more susceptible to cascading failures. The findings highlight the importance of understanding and mitigating the risks associated with cascading failures in critical infrastructure.The paper by Adilson E. Motter and Ying-Cheng Lai explores the vulnerability of complex networks to cascading failures, particularly in the context of physical flows such as information, energy, and data. They demonstrate that in networks with a highly heterogeneous distribution of loads, a single key node can trigger a global cascade of overload failures, leading to the collapse of the entire network. This is relevant for real-world systems like the Internet and power grids, where the heterogeneity of loads makes these networks particularly vulnerable. The authors introduce a model for cascading failures and show that for heterogeneous networks, global cascades occur if the removed node has a high load. They provide evidence through simulations of random breakdowns and intentional attacks on both scale-free and homogeneous networks, confirming that heterogeneous networks are more susceptible to cascading failures. The findings highlight the importance of understanding and mitigating the risks associated with cascading failures in critical infrastructure.
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Understanding Cascade-based attacks on complex networks.