Show HN:ARES Dashboard – 開源 AI 紅隊測試與治理平台
ARES Dashboard 是一個開源、企業級的平台,專為 AI 紅隊操作設計。它有助於根據 OWASP LLM Top 10 和 MITRE 等風險框架,對 AI 系統進行結構化的規劃、執行和審計的對抗性測試。
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AI Red Team Operations Console
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ARES Dashboard
AI Red Team Operations Console
ARES is an AI Red Team Operations Dashboard for planning, executing, and auditing structured adversarial testing of AI systems across established risk frameworks.
ARES Dashboard is an enterprise-oriented AI red team operations console designed to help security teams, AI safety researchers, and governance programs conduct structured, repeatable, and auditable adversarial testing of AI systems.
ARES provides a centralized workspace for building attack manifests, managing red team campaigns, aligning assessments with recognized frameworks such as OWASP LLM Top 10 and MITRE, and exporting evidence for review and compliance workflows.
The system supports role-based access control, audit logging, persistent campaign storage, and optional AI-assisted scenario generation. A built-in demo mode allows full exploration of core functionality without requiring external API keys.
ARES is designed to serve as the operational execution layer within a broader AI safety and governance ecosystem, enabling disciplined red teaming without automating exploitation or removing human oversight.
What ARES Is / Is Not
ARES is:
ARES is not:
See PRODUCT_POSITIONING.md for complete positioning details.
🎯 Why ARES
The Problem
Security teams need more than ad-hoc prompt tests and manual documentation. Modern AI deployments require:
Manual approaches to AI security testing are inconsistent, difficult to audit, and don't scale across enterprise teams.
The Solution
ARES provides a governance-ready AI red-teaming and audit platform that:
Why It Matters
For Security Teams: Move from ad-hoc testing to structured, documented security operations
For Compliance Officers: Get the audit trail and framework alignment required for certification
For AI Product Owners: Validate security controls before production deployment
For Auditors: Access comprehensive, timestamped evidence of security testing activities
📋 Typical Use Cases
1. Risk Assessment & Pre-Deployment Validation
Scenario: Enterprise deploying a new AI-powered customer service chatbot
ARES Usage:
Outcome: Validated security controls with documented evidence before production launch
2. Compliance Reporting & Audit Preparation
Scenario: Annual SOC 2 audit requires evidence of AI security testing
ARES Usage:
Outcome: Pass compliance audit with comprehensive security testing documentation
3. Team Collaboration & Knowledge Sharing
Scenario: Distributed red team conducting quarterly AI security assessment
ARES Usage:
Outcome: Coordinated team effort with clear accountability and access controls
4. Continuous Security Testing in CI/CD
Scenario: DevSecOps team integrating AI security into deployment pipeline
ARES Usage:
Outcome: Integrated security testing with historical tracking
5. Framework-Aligned Security Research
Scenario: Security researcher studying LLM vulnerability patterns
ARES Usage:
Outcome: Rigorous, framework-aligned security research
👥 User Personas
Security Engineer
Role: Application security professional conducting pre-deployment validation
Needs: Structured testing methodology, framework alignment, integration with SDLC
ARES Value: Campaign-based workflows, export for automation, version-controlled scenarios
Compliance Officer / Auditor
Role: Ensuring AI deployments meet regulatory requirements
Needs: Audit trails, framework coverage, compliance reports, timestamped evidence
ARES Value: Comprehensive logging, OWASP/MITRE alignment, export capabilities, immutable audit trail
AI Product Owner
Role: Managing AI product security and risk posture
Needs: Risk visibility, pre-deployment validation, documented security posture
ARES Value: Risk assessment campaigns, documented findings, executive-ready reports
Red Team Operator
Role: Offensive security specialist conducting adversarial AI testing
Needs: Attack scenario generation, team collaboration, evidence documentation
ARES Value: AI-assisted scenario generation, workspace management, comprehensive documentation
AI Safety Researcher
Role: Academic or industry researcher studying AI vulnerabilities
Needs: Framework alignment, reproducible methodology, publication-ready documentation
ARES Value: Structured experiments, deterministic mode, comprehensive evidence export
✨ Features
Core Functionality
Enterprise & Governance Features
UX Enhancements
👥 Who Should Use ARES
✅ ARES is designed for:
❌ ARES is NOT for:
Important: ARES is an enterprise security tool requiring proper authorization, security expertise, and governance processes. See SECURITY_BOUNDARIES.md for complete guidelines.
🚀 Quick Deploy
Deploy to Vercel (Recommended)
One-click deployment in under 2 minutes:
Important: Backend API keys are secured server-side and never exposed to the frontend.
For detailed deployment instructions, see DEPLOY.md or QUICK_START.md
Local Development
Prerequisites:
Installation:
3a. (Optional) Set up persistent database:
📖 Usage
Getting Started
Operating Modes
Works fully without an API key using built-in static data:
Enhanced with Google Gemini via secure backend API:
Key Workflows
Campaign Management:
Team Collaboration:
Keyboard Shortcuts:
Theme Toggle:
Build for Production
🛠️ Tech Stack
💾 Database & Persistence
ARES now supports durable data persistence using PostgreSQL with Prisma ORM, replacing localStorage for enterprise deployments.
Features
Quick Setup
Choose a database provider:
Configure your database URL:
Initialize the schema:
Migrate existing data (if upgrading):
Database Schema
The system uses three core models:
API Integration
The frontend automatically uses database APIs when available:
For detailed setup instructions, see:
📁 Project Structure
🎯 User Roles & Permissions
ARES supports four enterprise roles with server-side RBAC enforcement:
Note: Role-based access is enforced on both the frontend and backend for enterprise security.
See Authentication Guide for OAuth integration and advanced permission management.
⚠️ Governance & Responsible Use
ARES is an enterprise security tool for authorized, structured AI security testing.
Authorization & Governance Required
This tool is designed for authorized security testing within governance frameworks only. Always:
What ARES Provides
What ARES Does NOT Provide
For complete governance guidelines, see:
🧪 Testing
Automated Test Suite:
Test Coverage:
Development Build:
Production Build:
Build Verification:
🔄 CI/CD & Automation
Continuous Integration:
Security Automation:
Quality Gates:
All PRs must pass:
Release Automation:
📊 Performance
🔒 Security
Enterprise Security Features:
📋 Enterprise Trust Documentation:
API Security Architecture
All secrets (API keys, JWT secrets, OAuth credentials) are stored in Vercel environment variables and accessed only by the backend, ensuring they're never exposed to the browser.
Key Features:
📄 License
See LICENSE file for details.
🤝 Contributing
Contributions are welcome! Please read our Contributing Guidelines and Code of Conduct before submitting a Pull Request.
Quick Links:
🙏 Acknowledgments
📞 Support & Documentation
Production & Operations
Security Operations
Development & Deployment
Compliance & Governance
API & Integration
📋 Compliance & Governance
ARES supports enterprise compliance requirements:
Enterprise Features:
Documentation:
Built with ❤️ for the AI Security Community
ARES Dashboard v1.0.0 - Production Hardening & Enterprise Release
Production-Ready Features:
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