The infrastructure required to develop and run AI-driven models for cybersecurity has evolved significantly over the past ten years. It is expected to continue to grow in the next five years. Here is a comparison of the infrastructure needed for AI-driven cybersecurity models from 10 years ago, five years ago, now, and five years into the future:

Ten years ago:

Computing power: Ten years ago, the computing power needed to develop and run AI models was significantly less than today. AI models were smaller, simpler, and required less data to train. As a result, organizations could typically run AI models on their existing hardware and did not need specialized infrastructure such as GPUs.