The Future of AI-Driven Security Depends on Complete Data

The future of AI-driven security relies on having complete data. Historically, security data has been limited to logs and events, which provide an incomplete picture of reality. This traditional approach to data collection has been the norm for the past twenty-five years. Logs are considered a lossy representation of reality, implying that they do not capture all relevant information. Complete data is necessary to effectively drive AI-driven security.