Securing AI to Benefit from AI

"Artificial intelligence (AI) holds tremendous promise for improving cyber defense and making the lives of security practitioners easier. It can help teams cut through alert fatigue, spot patterns faster, and bring a level of scale that human analysts alone can't match. But realizing that potential depends on securing the systems that make it possible. Every organization experimenting with AI in security operations is, knowingly or not, expanding its attack surface."

"To truly benefit from AI, defenders need to approach securing it with the same rigor they apply to any other critical system. That means establishing trust in the data it learns from, accountability for the actions it takes, and oversight for the outcomes it produces. When secured correctly, AI can amplify human capability instead of replacing it to help practitioners work smarter, respond faster, and defend more effectively."

AI can improve cyber defense by reducing alert fatigue, accelerating pattern detection, and providing scale beyond human analysts. Every AI integration into security operations increases the organization’s attack surface if not governed. Clear governance, strong identity controls, and visibility into model decision-making are essential to avoid introducing risk. Agentic AI systems that act autonomously require identities that are authenticated, policy-bound, and auditable end to end. Defenders must establish trust in training data, enforce accountability for actions taken, and maintain oversight of outcomes. Properly secured AI amplifies human capability, enabling faster response and more effective defense without replacing practitioners.

Read at The Hacker News