I. Introduction
Motivation and Contributions
II. Preliminaries
III. Research Methodology
IV. Literature Review
VI. Explainability via Mathematical Models
VII. XAI Methods Classification
VIII. XAI-based Cybersecurity
IX. Desirable Criteria for Future Solutions
X. Future Directions
XI. Conclusion