7 Human Elements in Machine Learning-Based Solutions to Cybersecurity

Mohd Anwar, Hilda Goins, Tianyang Zhang, and Xiangfeng Dai

DOI: 10.1201/9781003215349-7


  1. 7.1 Introduction
  2. 7.2 ML-Based Solutions for Cybersecurity
  3. 7.3 Challenges and Limitations of ML-Based Solutions
  4. 7.4 Addressing the Challenges and Limitations: Human-in-the-Loop Model Building
  5. 7.5 Human Elements in ML-Based Solutions
  6. 7.6 Interpretive Machine Learning
  7. 7.7 Conclusion
  8. References

7.1 Introduction

Nowadays, we are witnessing an increase in the number of vulnerabilities and threats from web-based cyberattacks. Due to the rapid developments of global networking and communication ...

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