Shannon Lite: Autonomous AI Pentester Achieves 96.15% Success Rate on XBOW Benchmark for Web Apps and APIs
Shannon Lite, developed by KeygraphHQ, is an autonomous AI pentester designed for web applications and APIs. It demonstrated a high level of performance by successfully executing 100 out of 104 exploits, achieving a 96.15% success rate on a hint-free, source-aware variant of the XBOW benchmark. This tool aims to provide fully autonomous penetration testing capabilities.
Shannon Lite, a new offering from KeygraphHQ, is presented as a fully autonomous AI pentester specifically engineered for web applications and APIs. The system's capabilities were highlighted through its performance on a variant of the XBOW benchmark. On this particular benchmark, which was conducted in a hint-free and source-aware manner, Shannon Lite successfully identified and exploited 100 out of 104 vulnerabilities. This translates to an impressive success rate of 96.15%. The project's development and further discussions are available on GitHub.