QRE: quick robustness estimation for large complex networks

S Wandelt, X Sun, M Zanin, S Havlin - Future Generation Computer …, 2018 - Elsevier
Robustness estimation is critical for the design and maintenance of resilient networks.
Existing studies on network robustness usually exploit a single network metric to generate …

Analyzing the Robustness of Complex Networks with Attack Success Rate

F Yang, Y Wang - Entropy, 2023 - mdpi.com
Analyzing the robustness of networks against random failures or malicious attacks is a
critical research issue in network science, as it contributes to enhancing the robustness of …

A comparative study of network robustness measures

J Liu, M Zhou, S Wang, P Liu - Frontiers of Computer Science, 2017 - Springer
The robustness is an important functionality of networks because it manifests the ability of
networks to resist failures or attacks. Many robustness measures have been proposed from …

Scalable rapid framework for evaluating network worst robustness with machine learning

W Jiang, P Li, T Fan, T Li, C Zhang, T Zhang… - Reliability Engineering & …, 2024 - Elsevier
Robustness is pivotal for comprehending, designing, optimizing, and rehabilitating networks,
with simulation attacks being the prevailing evaluation method. Simulation attacks are often …

Enhancing network robustness against targeted and random attacks using a memetic algorithm

X Tang, J Liu, M Zhou - Europhysics Letters, 2015 - iopscience.iop.org
In the past decades, there has been much interest in the elasticity of infrastructures to
targeted and random attacks. In the recent work by Schneider CM et al., Proc. Natl. Acad …

Structural Robustness of Complex Networks: A Survey of A Posteriori Measures [Feature]

Y Lou, L Wang, G Chen - IEEE Circuits and Systems Magazine, 2023 - ieeexplore.ieee.org
Network robustness is critical for various industrial and social networks against malicious
attacks, which has various meanings in different research contexts and here it refers to the …

Efficient calculation of the robustness measure R for complex networks

C Hong, N He, O Lordan, BY Liang, NY Yin - Physica A: Statistical …, 2017 - Elsevier
In a recent work, Schneider et al.(2011) proposed a new measure R for network robustness,
where the value of R is calculated within the entire process of malicious node attacks. In this …

Measuring network robustness by average network flow

W Si, B Mburano, WX Zheng… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Infrastructure networks such as the Internet backbone and power grids are essential for our
everyday lives. With the prevalence of cyber-attacks on them, measuring their robustness …

On selecting the relevant metrics of network robustness

JL Marzo, E Calle, SG Cosgaya… - 2018 10th …, 2018 - ieeexplore.ieee.org
This paper deals with selecting the most relevant metrics with which to measure the
robustness of a network. Although earlier efforts have also attempted to do this, there is still …

Evaluating graph vulnerability and robustness using tiger

S Freitas, D Yang, S Kumar, H Tong… - proceedings of the 30th …, 2021 - dl.acm.org
Network robustness plays a crucial role in our understanding of complex interconnected
systems such as transportation, communication, and computer networks. While significant …