A Review on the AI Techniques for Addressing Modern Cybersecurity Challenges
Harshraj N. Gadbail, Prateek Verma, Sujal Zade · 2025
Though the threat landscape is changing, organizations face sophisticated threats capable of disrupting operations and damaging reputations amid the escalating sophistication of cyber-attacks. This research study provides insights about the role of Artificial Intelligence (AI) in handling cybersecurity challenges in place with recent technology developments and applications. In relating AI and its use in effective cyber defense action, various means such as the utilization of powerful AI techniques, like machine learning, deep learning, neural network, and intelligent agents, are considered to procure superhuman outcomes through detecting, anticipating, and responding to cyber-attacks. This research study highlights the AI's pivotal importance for improving cyber defenses with intrusion detection, threat prediction, and dynamic defense paradigms. This includes consideration for an AI with two sides i.e. capable of enabling security and the threats that also come through as a consequence of adversarial AI. The consolidation of recent research and practical applications discussed through this review will form an important basis for grasping the changing aspects of AI-led cybersecurity, paving way for upcoming crowning innovations in the discipline.