Darktrace R&D: Academics Meet Agents
DARKTRACE WAS FOUNDED in 2013, when members of the UK intelligence community approached leading mathematicians from the University of Cambridge with a problem: the existing approach to cybersecurity was failing. The resulting solution was a system that has shifted the industry paradigm. Rather than relying on pre-defined data sets to spot future cyber-threats, Darktrace uses AI to understand the organizations that it protects. Max Heinemeyer, Darktrace’s Director of Threat Hunting, is quick to point out the company’s diverse team, a natural outcome of its academics-meet-agents background. “I look across the office and see developers and coders, hardcore double-PhD machine learning experts, and what we call the ‘dev-analysts’ team,” says Heinemeyer. “They all talk to each other—all the time. This flow of information is so important to break down the knowledge barriers.” Largely in their…