AI in Cybersecurity

Modern cybersecurity defenders are currently locked in a relentless race against sophisticated attackers who leverage automated tools to identify and exploit vulnerabilities within seconds of their discovery. This high-stakes environment has compelled major technology providers to rethink their

To maintain high detection quality and minimize alert fatigue, the system may operate silently to validate its accuracy before displaying active warning banners to users. This strategic evolution in communication security addresses the sophisticated nature of modern phishing, which has moved far

The rapid evolution of autonomous artificial intelligence has introduced a sophisticated new threat landscape where the very tools designed to enhance developer productivity are now being subverted through common text documents. Security experts have identified a critical vulnerability involving

Malik Haidar has spent years navigating the high-stakes world of multinational cybersecurity, where he has witnessed the evolution of threats from simple scripts to sophisticated, AI-driven campaigns. As a specialist in integrating business perspectives into security strategies, he has long argued

The core challenge of agentic security lies in authorizing multiple hops across a distributed system where each component must verify both the user and the agent. In the current landscape of 2026, where autonomous entities perform complex tasks across multi-cloud environments, the traditional

The shift toward AI that interacts with databases and business systems means that key management is no longer a secondary feature but a fundamental infrastructure requirement. In the current landscape of 2026, the proliferation of autonomous entities has transformed from a niche experiment into a