AI-Powered Predictive Analysis for Proactive Cyber Defense
Pankaj Bhambri, Paula Bajdor · 2025
The chapter delves into the transformative role of artificial intelligence (AI) in enhancing cybersecurity through predictive analysis. It explores how AI-driven models leverage big data, machine learning, and advanced analytics to predict and mitigate cyber threats before they materialize. By examining key technologies, such as anomaly detection, behavior modeling, and threat intelligence systems, the chapter highlights their impact on identifying vulnerabilities, anticipating attack vectors, and proactively defending digital infrastructures. Real-world applications and case studies illustrate the effectiveness of these approaches in achieving robust and adaptive cyber defenses. The chapter also addresses challenges, such as ethical considerations, data privacy, and the need for continuous learning in AI systems, ultimately emphasizing the potential of predictive analysis as a cornerstone of proactive cybersecurity strategies.