Appknox Launches AI Tool to Fix Real Security Risks

Mobile app security firm Appknox has launched KnoxIQ, an AI-native vulnerability assessment tool that prioritizes real-world exploitability over static severity labels. It integrates with developer tools like Cursor and Claude Code, automates false positive reduction, and generates ready-to-use remediation code. KnoxIQ uses a binary-to-remediation model that analyzes compiled apps based on runtime behavior rather than static code, improving detection accuracy. The tool aims to help security teams cut through noise and deliver actionable fixes faster as AI-assisted development increases vulnerability volume and complexity.