Building a Foundation for AI in Cybersecurity

One factor needed to ensure data quality is subject matter expertise. Domain experts can provide invaluable feedback when deploying, for instance, machine learning for cybersecurity. "Typically, you do something with your data so that an AI algorithm can interpret it," Ramzan said. That step might involve deleting incomplete or inaccurate data or adding contextual information to an additional data set. "When you do this step, it should be geared toward allowing the algorithm to look at the data elements that matter the most and coming up with some determination about the problem you are trying to solve," Ramzan said.