XAI for Cybersecurity: State of the Art, Challenges, Open Issues and Future Directions

Understand

In the past few years, artificial intelligence (AI) techniques have been implemented in almost all verticals of human life.

• However, the results generated from the AI models often lag explainability.
• AI models often appear as a blackbox wherein developers are unable to explain or trace back the reasoning behind a specific decision.
• Explainable AI (XAI) is a rapid growing field of research which helps to extract information and also visualize the results generated with an optimum transparency.