Skip to contentScholarGate
LibraryBookshelfDeskReview StudioAssistant
Sign in
Network Resilience Analysis/Evidence
Method evidence record

Network Resilience Analysis

Network resilience and vulnerability analysis is an analytical framework, formalised by Albert, Jeong, and Barabási (2000), that measures how a network degrades functionally as nodes or edges are progressively removed. By running targeted-attack simulations — removing the highest-centrality nodes first — and random-failure simulations — removing nodes at uniform probability — the framework identifies which structural elements are critical to network integrity and where infrastructure is most exposed.

Sources recorded, not reviewed

Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Network Resilience and Vulnerability Analysis
Taxonomic method record · process-pipeline / network-analysis
  • Albert, R., Jeong, H. & Barabási, A.L. (2000). Error and attack tolerance of complex networks. Nature, 406, 378–382. · DOI 10.1038/35019019
  • Barabási, A.L. & Albert, R. (1999). Emergence of scaling in random networks. Science, 286(5439), 509–512. · DOI 10.1126/science.286.5439.509
Open full method

Curated claims

Claims persisted in the evidence ledger, each with its own assessment.

No curated claims yet

This view does not invent a claim assessment when the ledger has none.

Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Same method familyCentrality Analysismachine-suggested · Relational suggestion, not evidence.Same method familyCommunity Detectionmachine-suggested · Relational suggestion, not evidence.Same method familyGraph Neural Network (Network Analysis)machine-suggested · Relational suggestion, not evidence.Same method familyMultilayer Network Analysismachine-suggested · Relational suggestion, not evidence.Same method familyTemporal Network Analysismachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

Actions

Open method page
ScholarGate

A content-first reference library for research methods — what each one is, how it works, and where it comes from.

Open data (CC-BY)

Explore

  • Library
  • Search the library…
  • Browse by field
  • Fields
  • Journey
  • Compare
  • Which method?

Reference

  • Subjects
  • Atlas
  • Glossary
  • Methodology
  • Philosophy

Your tools

  • Bookshelf
  • Desk
  • Chat

Company

  • About
  • Pricing
  • Contact
  • Suggest a method

Entries are compiled from published sources for reference. Verifying the accuracy and suitability of any information for your own use remains your responsibility.

© 2026 ScholarGate · A research-method reference library
  • Privacy
  • Cookies
  • Terms
  • Delete account