AI Security Benchmark

Infinity GRM is an AI-powered security analysis system designed to discover exploitable weaknesses in software, explain attack paths, and provide remediation guidance.

Benchmark Results

500+

Vulnerable Code Snippets Tested

7,663

Security Issues Identified

AI

Automated Fix Recommendations

How The Benchmark Works

Infinity GRM evaluates code samples containing security weaknesses based on common software vulnerabilities. The AI analyzes source code, identifies potential risks, explains why the issue exists, and recommends safer implementation approaches.

The goal is to move beyond simple vulnerability detection by understanding software behavior, application logic, and relationships between different components.

Security Categories Tested

Injection Vulnerabilities

Detection of unsafe input handling, database query risks, and improper command execution patterns.

Authentication & Access Control

Analysis of login systems, session handling, permissions, and authorization weaknesses.

Code Security Analysis

Identification of insecure coding practices, exposed secrets, and dangerous application logic.

From Detection To Remediation

Finding vulnerabilities is only the first step. Infinity GRM explains the security impact, identifies possible exploitation paths, and assists developers in creating safer code.

Technical Security Report

View a complete example showing vulnerable Python code, AI vulnerability analysis, attack reasoning, and a generated secure implementation.

View Technical Report