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Protecting infrastructure performance from disinformation attacks.

Saeed Jamalzadeh1, Kash Barker2, Andrés D González1

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Summary
This summary is machine-generated.

This study introduces a hybrid model to track disinformation spread and its impact on commodity consumption. It aims to optimize infrastructure operations to prevent shortages caused by false information campaigns.

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Area of Science:

  • Complex Systems Science
  • Network Science
  • Computational Social Science

Background:

  • Disinformation campaigns pose significant threats to critical infrastructure, impacting supply chains and commodity availability.
  • Online platforms and social networks amplify the spread of misinformation and disinformation, leading to adverse societal impacts.
  • False pricing information can trigger drastic changes in consumer behavior, causing commodity shortages.

Purpose of the Study:

  • To develop a framework for monitoring disinformation evolution and its impact on commodity consumption.
  • To analyze the effectiveness of mitigation strategies employed by human intermediaries in infrastructure networks.
  • To devise methods for managing infrastructure operations and countering disinformation concurrently to ensure commodity availability.

Main Methods:

  • A hybrid approach integrating an epidemiological Susceptible-Infectious-Recovered (SIR) model for disinformation spread.
  • An efficient mixed-integer programming optimization model to assess infrastructure network performance.
  • Case study application on a segment of the western US interconnection grid in Los Angeles County, California.

Main Results:

  • The integrated model can monitor disinformation dissemination and predict its effects on commodity consumption patterns.
  • The study quantifies the impact of mitigation efforts on network resilience against disinformation.
  • The optimization model identifies optimal strategies for infrastructure management and disinformation counteraction.

Conclusions:

  • A hybrid epidemiological and optimization approach effectively addresses disinformation challenges in critical infrastructure.
  • Proactive management of infrastructure operations alongside disinformation countermeasures is crucial for preventing commodity shortages.
  • The developed model provides a valuable tool for enhancing the resilience of interconnected systems against information warfare.