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What changed in the cyber-security after COVID-19?

Rajesh Kumar1, Siddharth Sharma1, Chirag Vachhani1

  • 1Department of Computer Science and Information systems, Birla Institute of Technology and Science, Pilani, India.

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Summary

The COVID-19 pandemic shifted cybersecurity focus from general threats to pandemic-specific issues like healthcare privacy and supply chain risks. This analysis reveals evolving trends in cybersecurity research and practice.

Keywords:
COVID-19 pandemicCyber-security trendsLatent Dirichlet AllocationTopic modelingTrend analysisUnsupervised machine learning

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Area of Science:

  • Cybersecurity
  • Information Retrieval
  • Machine Learning

Background:

  • The COVID-19 pandemic significantly impacted various sectors, including cybersecurity.
  • A large corpus of scholarly and non-scholarly documents from 2010-2021 was analyzed.
  • Classical information retrieval techniques were employed to study the cybersecurity landscape.

Purpose of the Study:

  • To examine the transition in cybersecurity discipline due to the COVID-19 pandemic.
  • To identify key cybersecurity themes and trends before and after the pandemic.
  • To understand the evolving nature of cybersecurity challenges.

Main Methods:

  • Analysis of over twenty thousand documents using information retrieval techniques.
  • Building topic models with the Latent Dirichlet Allocation (LDA) unsupervised machine learning algorithm.
  • Categorizing the literature corpus by time period and peer-review status for trend analysis.

Main Results:

  • Pre-COVID-19 cybersecurity topics included cyber threats, privacy policy, and blockchain.
  • Post-COVID-19 cybersecurity themes show a shift towards healthcare privacy, cyber insurance, and supply chain risks.
  • Persistent cybersecurity topics include malware and control system security.

Conclusions:

  • The COVID-19 pandemic has demonstrably altered the focus of cybersecurity research and practice.
  • Emerging trends highlight the need for tailored interventions in areas like healthcare data protection and supply chain security.
  • Continuous monitoring of cybersecurity trends is crucial for adapting to new threats and challenges.