Immunization of complex networks¶
Pastor-Satorras, R., & Vespignani, A. (2002). Immunization of complex networks. Physical Review E, 65(3).
Cited by¶
1 citation across 1 artifact.
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Primes¶
- Propagation
- Conversely, a harmful spread (disease, misinformation, panic) can be slowed or halted not by attacking the source alone, but by restructuring the medium: isolation, quarantine, circuit-breakers, fact-checking infrastructure, as Pastor-Satorras and Vespignani (2002) demonstrate via targeted immunization of high-degree nodes in scale-free networks.
This sourceDemonstrates that random immunization fails on scale-free networks while targeted immunization of high-degree hubs sharply reduces vulnerability—a structural intervention on the medium that halts harmful propagation.
- Conversely, a harmful spread (disease, misinformation, panic) can be slowed or halted not by attacking the source alone, but by restructuring the medium: isolation, quarantine, circuit-breakers, fact-checking infrastructure, as Pastor-Satorras and Vespignani (2002) demonstrate via targeted immunization of high-degree nodes in scale-free networks.
Verification¶
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Registry ID ref:2e529f26462c · see in the full table