Chapter 22. Explainable AI and AI Transparency in Cybersecurity – Illuminating the Black Box

Chapter 22. Explainable AI and AI Transparency in Cybersecurity – Illuminating the Black Box

Explainable AI and AI transparency in Cybersecurity XAI

Chapter 15. AI-powered incident response and automation

AI is transforming security analytics and threat intelligence, empowering organizations to detect, analyze, and mitigate cyber threats with unprecedented speed and accuracy. By leveraging machine learning, predictive analytics, and automation, AI sifts through vast security data, identifies anomalies—even unknown threats—and provides actionable insights in real time.

Chapter 14. AI for incident response and automation

AI is revolutionizing incident response, enabling security teams to detect, analyze, and mitigate cyber threats with unmatched speed and precision. Traditional methods struggle against the rising tide of sophisticated attacks, but AI-driven Security Orchestration, Automation, and Response (SOAR) platforms streamline threat management by automating triage, investigation, and remediation.

Chapter 13. how AI has transformed VAPT

AI has revolutionized VAPT by automating reconnaissance, exploitation, and real-time security assessments, enhancing speed, accuracy, and scalability. It also strengthens authentication, adaptive access control, and SOC operations, making cybersecurity more proactive and resilient.

Chapter 12. AI-Powered Defense: Strengthening Cybersecurity with Intelligent Automation

AI is revolutionizing vulnerability assessment and penetration testing (VAPT), enhancing accuracy, speed, and adaptability in identifying security risks.