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Robustness against failure and attack is one of the essential properties of large-scale dynamical system such as power grids, transportation system, communication systems, and computer networks. Despite its popularity and intuitiveness, a major drawback of descriptive robustness metrics such as the size of the largest connected component and the network diameter is computational complexity. Spectral measures such as the spectral radius, the natural connectivity, and the algebraic connectivitydoi:10.2197/ipsjjip.28.551 fatcat:hrpijx44hve7pifkf6p7xuun2a