Mitigating cascades in sandpile models: an immunization strategy for systemic risk?

Targeted immunisation policies limit distress propagation and prevent system-wide crises in financial networks according to sandpile models.

Journal de Physique IV 225, 2017 (2016)

A. Scala, V. Zlatić, G. Caldarelli, G. D’Agostino

Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
LCP
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"
Image for the paper "Mitigating cascades in sandpile models: an immunization strategy for systemic risk?"

We use a simple model of distress propagation (the sandpile model) to show how financial systems are naturally subject to the risk of systemic failures. Taking into account possible network structures among financial institutions, we investigate if simple policies can limit financial distress propagation to avoid system-wide crises, i.e. to dampen systemic risk. We therefore compare different immunization policies (i.e. targeted helps to financial institutions) and find that the information coming from the network topology allows to mitigate systemic cascades by targeting just few institutions.