AI AppSec tools agree on just 5% of security findings

Software vulnerabilities are turning into exploits within hours, and application security teams carry patch backlogs that go back years. Top types of viable application attacks (Source: Contrast Security) Contrast Security’s AppSec Overflow 2026 report draws on telemetry collected from inside hundreds of thousands of production applications and APIs. Attacks land every few minutes Adversaries touch the average application once every four minutes.