The cybersecurity landscape is evolving into asymmetric warfare, where AI enhances both cyber attacks and defenses. Organizations face heightened threats, including advanced phishing and malware. Modern defenses integrate adaptive AI and continuous authentication, while adversaries exploit AI systems. The future involves hybrid strategies, balancing human expertise with AI, to enhance resilience against evolving threats.

Adversarial Machine Learning – Securing AI Models
As adversarial machine learning (AML) evolves, a conflict arises between defenders enhancing AI models and attackers exploiting vulnerabilities. By 2025, attacks have grown sophisticated, affecting