@misc{15,
  author = {Shouhuai Xu},
  title = {Cybersecurity Dynamics: A Foundation for the Science of Cybersecurity},
  abstract = {In this chapter, we systematically introduce and review the Cybersecurity Dynamics foundation for the Science of Cybersecurity , with emphasis on the three active research axes or pillars in cybersecurity metrics, cybersecurity first-principle modeling and analysis, and cybersecurity data analytics. We review the core concepts, technical approaches, research axes, and results that have been obtained in this endeavor. },
  year = {2019},
  journal = {Springer International Publishing},
  month = {2019},
  issn = {1568-2633},
  url = {https://link.springer.com/chapter/10.1007/978-3-030-10597-6_1},
  doi = {10.1007/978-3-030-10597-6_1},
  note = {We discussed the progress in each of these axes and future research directions.  We outline a research roadmap towards the ultimate research goal, and identified technical barriers that poses challenges to reach the goal.},
}