Back to List
TechnologyAICybersecurityAutomation

Shannon: Autonomous AI Hacker Achieves 96.15% Success Rate in Web Application Vulnerability Discovery

Shannon, an autonomous AI hacker developed by KeygraphHQ, has demonstrated remarkable capabilities in identifying real vulnerabilities within web applications. The AI achieved an impressive 96.15% success rate in the unprompted, source-code-aware XBOW benchmark. This tool is designed to automatically discover actual vulnerabilities in web applications, as highlighted by its performance on the benchmark.

GitHub Trending
Share

Shannon, an innovative project from KeygraphHQ, is an autonomous artificial intelligence hacker designed to discover actual vulnerabilities in web applications. The AI has showcased its effectiveness by achieving a 96.15% success rate in the XBOW benchmark. This benchmark is characterized by being unprompted and source-code-aware, indicating Shannon's ability to operate effectively without explicit instructions and with an understanding of the underlying source code. The project is available on GitHub Trending, suggesting its growing recognition and potential impact in the cybersecurity domain.

Read Original Article

Related News

Technology

Seerr: Open-Source Media Request and Discovery Manager for Jellyfin, Plex, and Emby Now Trending on GitHub

Seerr, an open-source media request and discovery manager, has gained attention on GitHub Trending. This tool is designed to integrate with popular media servers such as Jellyfin, Plex, and Emby, providing users with enhanced capabilities for managing and discovering media content. The project is developed by the seerr-team and was published on February 18, 2026.

Technology

Nautilus_Trader: High-Performance Algorithmic Trading Platform and Event-Driven Backtester Trends on GitHub

Nautilus_Trader, developed by nautechsystems, is gaining traction on GitHub Trending as a high-performance algorithmic trading platform. It also features an event-driven backtester, providing a robust solution for developing and testing trading strategies. The project, published on February 18, 2026, is accessible via its GitHub repository.

Technology

gogcli: Command-Line Interface for Google Suite - Manage Gmail, GCal, GDrive, and GContacts from Your Terminal

gogcli is a new command-line interface (CLI) tool designed to bring the power of Google Suite directly to your terminal. Developed by steipete, this utility allows users to manage various Google services, including Gmail, Google Calendar (GCal), Google Drive (GDrive), and Google Contacts (GContacts), all from a unified command-line environment. The project, trending on GitHub, aims to provide a streamlined way to interact with essential Google services without leaving the terminal.