# AI-Infra-Guard | Tencent | Knowledge Base | Instagit

A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

GitHub Stars: 5.3k

Repository: https://github.com/tencent/AI-Infra-Guard

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## Articles

### [How to Find Example Use Cases for AI-Infra-Guard: A Complete Guide](/tencent/AI-Infra-Guard/where-can-i-find-example-use-cases-for-ai-infra-guard)

Discover example use cases for AI-Infra-Guard in the official Tencent repository. Learn about deployment, vulnerability scanning, MCP analysis, and more.

- Tags: how-to-guide
- Published: 2026-08-26

### [Is AI-Infra-Guard Open Source? License, Repository Structure, and Usage Guide](/tencent/AI-Infra-Guard/is-ai-infra-guard-open-source-what-is-the-license)

AI-Infra-Guard is an open-source AI security red-team platform under Apache License 2.0. Explore its repository structure and usage guide to secure your AI systems.

- Tags: getting-started
- Published: 2026-08-26

### [What Kind of Threat Intelligence Does AI-Infra-Guard Leverage?](/tencent/AI-Infra-Guard/what-kind-of-threat-intelligence-does-ai-infra-guard-leverage)

AI-Infra-Guard uses threat intelligence including supply chain risk scanning and real-time CVE GHSA advisories to detect malicious Skills and protect OpenClaw versions.

- Tags: deep-dive
- Published: 2026-08-26

### [How to Update AI-Infra-Guard to the Latest Version: Step-by-Step Upgrade Guide](/tencent/AI-Infra-Guard/how-to-update-ai-infra-guard-to-the-latest-version)

Update AI-Infra-Guard to the latest version with our step-by-step guide. Learn to pull code, rebuild images, and restart containers for seamless deployment.

- Tags: how-to-guide
- Published: 2026-08-26

### [Best Practices for Deploying AI-Infra-Guard: A Complete Production Guide](/tencent/AI-Infra-Guard/what-are-the-best-practices-for-deploying-ai-infra-guard)

Deploy AI-Infra-Guard with Docker Compose. Secure its UI with a reverse proxy and authentication. Update rules easily by mounting the data volume separately for a robust production setup.

- Tags: best-practices
- Published: 2026-08-26

### [How AI-Infra-Guard Ensures Data Privacy for AI Workloads: A Layered Security Architecture](/tencent/AI-Infra-Guard/how-does-ai-infra-guard-ensure-data-privacy-for-ai-workloads)

AI-Infra-Guard secures AI workload data privacy with layered security: TLS encryption, process isolation, YAML scanning, and log redaction. Protect your AI.

- Tags: architecture
- Published: 2026-08-26

### [Does AI-Infra-Guard Support Distributed AI Training Environments? A Technical Analysis](/tencent/AI-Infra-Guard/does-ai-infra-guard-support-distributed-ai-training-environments)

AI-Infra-Guard enables secure distributed AI training by fingerprinting frameworks like vLLM and scanning training component web services for vulnerabilities.

- Tags: technical-analysis
- Published: 2026-08-26

### [AI-Infra-Guard Architecture: Hybrid Go-Python Platform for AI Infrastructure Security](/tencent/AI-Infra-Guard/what-is-the-architecture-of-ai-infra-guard)

Discover the AI-Infra-Guard architecture a hybrid Go-Python platform for AI infrastructure security. Learn how it combines Go orchestration with Python scanning for robust protection.

- Tags: architecture
- Published: 2026-08-26

### [How to Troubleshoot Common Issues with AI-Infra-Guard: A Complete Guide](/tencent/AI-Infra-Guard/how-to-troubleshoot-common-issues-with-ai-infra-guard)

Troubleshoot common AI-Infra-Guard issues by addressing misconfigurations, missing resources, and runtime errors in its Go CLI, Python plugins, and WebSocket server. Resolve operational problems effectively.

- Tags: how-to-guide
- Published: 2026-08-26

### [Performance Implications of Using AI-Infra-Guard: Hybrid Architecture Analysis](/tencent/AI-Infra-Guard/what-are-the-performance-implications-of-using-ai-infra-guard)

Discover AI-Infra-Guard's performance implications. Analyze its hybrid architecture for low memory usage, fast scan times, and efficient CPU overhead. Learn more about this powerful tool.

- Tags: performance
- Published: 2026-08-26

### [How to Monitor the Security of Your AI Infrastructure with AI-Infra-Guard](/tencent/AI-Infra-Guard/how-to-monitor-the-security-of-my-ai-infrastructure-with-ai-infra-guard)

Learn to monitor your AI infrastructure security with AI-Infra-Guard. Detect configuration issues, CVEs, and unsafe agent behaviors using this modular red-team platform.

- Tags: how-to-guide
- Published: 2026-08-26

### [AI-Infra-Guard Logging and Auditing Capabilities: A Complete Technical Guide](/tencent/AI-Infra-Guard/what-kind-of-logging-and-auditing-capabilities-does-ai-infra-guard-offer)

Explore AI-Infra-Guard logging and auditing. Discover its centralized framework capturing HTTP metadata and task lifecycles. Learn about SQLite persistence for compliance.

- Tags: how-to-guide
- Published: 2026-08-26

### [How AI-Infra-Guard Handles Adversarial Attacks on AI Systems: Mutation-Attack Workflow Explained](/tencent/AI-Infra-Guard/how-does-ai-infra-guard-handle-adversarial-attacks-on-ai-systems)

Discover how AI-Infra-Guard safeguards AI systems against adversarial attacks using its mutation-attack workflow to detect and classify compromised model responses.

- Tags: how-to-guide
- Published: 2026-08-26

### [Common Attack Vectors AI-Infra-Guard Protects Against: A Complete Technical Guide](/tencent/AI-Infra-Guard/what-are-the-common-attack-vectors-ai-infra-guard-protects-against)

Discover common attack vectors AI-Infra-Guard protects against including prompt injection and role-play hijacking. Learn how AI-Infra-Guard defends your AI infrastructure with a technical deep dive.

- Tags: how-to-guide
- Published: 2026-08-26

### [What AI Models Does AI-Infra-Guard Support? A Complete Guide to LLM Integration](/tencent/AI-Infra-Guard/what-types-of-ai-models-does-ai-infra-guard-support)

Discover the AI models supported by AI-Infra-Guard. Integrate major LLMs like GPT-4, Claude, Gemini, and any self-hosted model with an OpenAI-compatible API.

- Tags: deep-dive
- Published: 2026-08-26

### [How to Configure AI-Infra-Guard for Your AI Environment: A Complete Setup Guide](/tencent/AI-Infra-Guard/how-to-configure-ai-infra-guard-for-my-ai-environment)

Configure AI-Infra-Guard easily for your AI environment. Follow our complete setup guide to secure your infrastructure with essential environment variables for seamless operation.

- Tags: how-to-guide
- Published: 2026-08-26

### [AI-Infra-Guard Prerequisites: Complete Setup Guide for Tencent's Hybrid Security Scanner](/tencent/AI-Infra-Guard/what-are-the-prerequisites-for-using-ai-infra-guard)

Discover AI-Infra-Guard prerequisites. Learn how to set up Tencent's hybrid security scanner with Go, Python, and Docker for optimal performance. Get started now.

- Tags: getting-started
- Published: 2026-08-26

### [What Security Threats Does AI-Infra-Guard Address? A Complete Technical Guide](/tencent/AI-Infra-Guard/what-security-threats-does-ai-infra-guard-address)

AI-Infra-Guard protects against 2000+ CVEs, protocol abuse, malicious logic, jailbreaks, and model/API relay threats. Discover its advanced security scanning capabilities.

- Tags: tutorial
- Published: 2026-08-26

### [Key Features of AI-Infra-Guard: A Deep Dive into Tencent's Security Red-Team Platform](/tencent/AI-Infra-Guard/what-are-the-key-features-of-ai-infra-guard)

Explore AI-Infra-Guard's key features, Tencent's advanced security red-team platform. Discover vulnerability scanning, MCP analysis, agent simulation, and jailbreak evaluation.

- Tags: deep-dive
- Published: 2026-08-26

### [How Does AI-Infra-Guard Protect AI Infrastructure? A Layered Security Analysis](/tencent/AI-Infra-Guard/how-does-ai-infra-guard-protect-ai-infrastructure)

AI-Infra-Guard protects AI infrastructure with multi-layered security. Discover how it defends against CVEs, misconfigurations, and prompt attacks via fingerprinting, scanning, and risk assessment.

- Tags: deep-dive
- Published: 2026-08-26

### [What Is Tencent AI Infra Guard? A Complete Guide to the Open-Source AI Red-Team Platform](/tencent/AI-Infra-Guard/what-is-tencent-ai-infra-guard)

Explore Tencent AI Infra Guard, an open-source AI red-team platform. Discover how it scans, evaluates, and hardens AI infrastructure, MCP servers, and prompt pipelines with its Go core and Python agents.

- Tags: getting-started
- Published: 2026-08-26

### [AI-Infra-Guard Deployment Profiles: Docker, Standalone Binary, and Python Module Options](/tencent/AI-Infra-Guard/ai-infra-guard-deployment-profiles)

Explore AI-Infra-Guard deployment profiles: Docker, standalone binary, and Python module. Choose the best option for your development, testing, or production needs.

- Tags: getting-started
- Published: 2026-08-25

### [How to Update Detection Rules in AI-Infra-Guard Without Recompiling](/tencent/AI-Infra-Guard/how-to-update-detection-rules-ai-infra-guard-without-recompiling)

Easily update AI-Infra-Guard detection rules without recompiling. Edit YAML files and use hot-reload via API or UI for seamless updates.

- Tags: how-to-guide
- Published: 2026-08-25

### [How to Use the fileUrl from Upload Response for MCP Scanning in AI-Infra-Guard](/tencent/AI-Infra-Guard/how-to-use-fileurl-from-upload-response-mcp-scanning)

Learn how to use the fileUrl from your upload response for MCP scanning in AI-Infra-Guard. Extract the URL and add it to your MCP scan payload for efficient task submission.

- Tags: how-to-guide
- Published: 2026-08-25

### [AI-Infra-Guard API Endpoints for Creating Scan Tasks: Complete Reference](/tencent/AI-Infra-Guard/ai-infra-guard-api-endpoints-create-scan-tasks)

Discover AI-Infra-Guard API endpoints for scan tasks. Learn how to use POST /api/v1/task/create to initialize security scans with TaskCreateRequest and get TaskCreateResponse.

- Tags: api-reference
- Published: 2026-08-25

### [AI Agent Platforms Supported by the Agent Scanner: Complete Provider Guide](/tencent/AI-Infra-Guard/agent-scanner-supported-ai-agent-platforms)

Discover which AI agent platforms the Agent Scanner supports. Explore providers like OpenAI, Gemini, Mistral, and Ollama in this comprehensive guide for AI-Infra-Guard users.

- Tags: api-reference
- Published: 2026-08-25

### [How to Perform an AI Infrastructure Scan with AI-Infra-Guard: Complete Setup and Execution Guide](/tencent/AI-Infra-Guard/how-to-perform-ai-infrastructure-scan-with-ai-infra-guard)

Learn how to perform an AI infrastructure scan with AI-Infra-Guard. Our guide details setup and execution using its Go-Python architecture for robust vulnerability checks.

- Tags: how-to-guide
- Published: 2026-08-25

### [How to Start the AI-Infra-Guard Web Server: Build, Run, and Deploy](/tencent/AI-Infra-Guard/how-to-start-ai-infra-guard-web-server)

Learn how to start the AI-Infra-Guard web server by compiling the Go binary or using Docker Compose. Deploy the HTTP service quickly and easily with this guide.

- Tags: how-to-guide
- Published: 2026-08-25

### [How to Build the AI-Infra-Guard Binary from Source](/tencent/AI-Infra-Guard/how-to-build-ai-infra-guard-binary)

Learn to build the AI-Infra-Guard binary from source using Go 1.22 or later. Follow our clear instructions to compile the CLI entry point and get your AI-Infra-Guard running.

- Tags: how-to-guide
- Published: 2026-08-25

### [AI-Infra-Guard System Requirements: Complete Setup Guide for Linux and Docker](/tencent/AI-Infra-Guard/ai-infra-guard-system-requirements)

Discover the system requirements for AI-Infra-Guard. Learn how to set up this powerful AI security tool on Linux and Docker with our comprehensive guide. Get started today.

- Tags: how-to-guide
- Published: 2026-08-25

### [Community Resources for AI-Infra-Guard: Where to Get Help and Contribute](/tencent/AI-Infra-Guard/what-are-the-community-resources-for-ai-infra-guard)

Find community resources for AI-Infra-Guard on GitHub Discussions, Discord, WeChat, and email. Get help and contribute to the Tencent AI-Infra-Guard project.

- Tags: getting-started
- Published: 2026-08-23

### [How to Customize AI-Infra-Guard Rules: Complete YAML Configuration Guide](/tencent/AI-Infra-Guard/how-to-customize-ai-infra-guard-rules)

Customize AI-Infra-Guard rules by modifying YAML files in data/fingerprints/ and data/vuln/. Learn how to easily tailor detection logic for your needs.

- Tags: how-to-guide
- Published: 2026-08-23

### [AI-Infra-Guard Best Practices: A Complete Guide to Secure Deployment and Scanning](/tencent/AI-Infra-Guard/what-are-the-best-practices-for-using-ai-infra-guard)

Discover AI-Infra-Guard best practices for secure deployment. Learn to deploy with Docker, manage via API/CLI, validate rules, and optimize worker pools for robust AI infrastructure security.

- Tags: best-practices
- Published: 2026-08-23

### [How to Scale AI-Infra-Guard in a Production Environment: 7-Step Deployment Guide](/tencent/AI-Infra-Guard/how-to-scale-ai-infra-guard-in-a-production-environment)

Scale AI-Infra-Guard in production with this 7-step guide. Learn to containerize, deploy replicas, and use external databases for robust performance.

- Tags: how-to-guide
- Published: 2026-08-23

### [How to Troubleshoot Common Issues in AI-Infra-Guard: Complete Diagnostic Guide](/tencent/AI-Infra-Guard/how-to-troubleshoot-common-issues-in-ai-infra-guard)

Troubleshoot AI-Infra-Guard issues by validating YAML rules checking WebSocket connectivity and ensuring Python dependencies are met for scanning modules. Get your AI infrastructure guard working.

- Tags: how-to-guide
- Published: 2026-08-23

### [AI-Infra-Guard Dependencies: Complete Guide to Go Modules and Python Requirements](/tencent/AI-Infra-Guard/what-are-the-dependencies-for-ai-infra-guard)

Discover AI-Infra-Guard dependencies. This guide explains Go modules and Python requirements for core orchestration and scanning tasks. Understand the hybrid stack for seamless operation.

- Tags: getting-started
- Published: 2026-08-23

### [How to Configure AI‑Infra‑Guard for Specific Use Cases: A Complete Guide](/tencent/AI-Infra-Guard/how-to-configure-ai-infra-guard-for-specific-use-cases)

Learn how to configure AI-Infra-Guard for specific use cases. Customize scans for single services, multiple targets, or web deployments using CLI flags, environment variables, or custom rules.

- Tags: how-to-guide
- Published: 2026-08-23

### [AI-Infra-Guard Performance Benchmarks: Accuracy, Speed, and Security Metrics](/tencent/AI-Infra-Guard/what-are-the-performance-benchmarks-for-ai-infra-guard)

Discover AI-Infra-Guard performance benchmarks. Achieve 0.9848 accuracy, sub-second latency for MCP scans, and robust jailbreak resistance. Explore security metrics for Tencent AI-Infra-Guard.

- Tags: performance
- Published: 2026-08-23

### [How to Monitor AI Models Using AI-Infra-Guard: A Complete Technical Guide](/tencent/AI-Infra-Guard/how-to-monitor-ai-models-using-ai-infra-guard)

Learn to monitor AI models with AI-Infra-Guard. Discover its REST API for task submission, status polling, and real-time log streaming. Secure your AI infrastructure today.

- Tags: how-to-guide
- Published: 2026-08-23

### [Security Features of AI-Infra-Guard: A Deep Dive into Tencent's AI Red-Team Platform](/tencent/AI-Infra-Guard/what-are-the-security-features-of-ai-infra-guard)

Discover the robust security features of AI-Infra-Guard, Tencent's AI red-team platform. Detect AI infrastructure vulnerabilities with layered scanners and an extensible plugin framework.

- Tags: deep-dive
- Published: 2026-08-23

### [How to Contribute to the AI-Infra-Guard Project: A Complete Hybrid-Stack Guide](/tencent/AI-Infra-Guard/how-to-contribute-to-the-ai-infra-guard-project)

Contribute to the AI-Infra-Guard project by forking the Tencent AI-Infra-Guard repo, setting up Go and Python, testing changes, and submitting a pull request.

- Tags: how-to-guide
- Published: 2026-08-23

### [Supported Deployment Environments for AI-Infra-Guard: Docker, Binary, and Air-Gapped Options](/tencent/AI-Infra-Guard/what-are-the-supported-deployment-environments-for-ai-infra-guard)

Explore AI-Infra-Guard deployment environments: Docker Compose for portability, native binaries for direct execution, and air-gapped options for offline networks. Deploy with flexibility.

- Tags: how-to-guide
- Published: 2026-08-23

### [How to Integrate AI-Infra-Guard with Existing ML Pipelines: Complete API Guide](/tencent/AI-Infra-Guard/can-ai-infra-guard-be-integrated-with-existing-ml-pipelines)

Easily integrate AI-Infra-Guard with your existing ML pipelines using its REST API. Trigger security scans from Airflow or Kubeflow for enhanced model protection. Get the complete API guide.

- Tags: api-reference
- Published: 2026-08-23

### [What Are the Core Components of AI-Infra-Guard? A Complete Architecture Guide](/tencent/AI-Infra-Guard/what-are-the-core-components-of-ai-infra-guard)

Explore the core components of AI-Infra-Guard. Understand its Go backend, Python scanners, YAML rules, and Docker deployment for robust AI infrastructure security.

- Tags: architecture
- Published: 2026-08-23

### [AI-Infra-Guard Deployment Profiles: On-Premises, SaaS, and Open-Source Explained](/tencent/AI-Infra-Guard/deployment-profiles-ai-infra-guard)

Explore AI-Infra-Guard deployment profiles: on-premises, SaaS, and open-source. Discover the best fit for your environment with a shared core Go binary and scan engine.

- Tags: architecture
- Published: 2026-08-22

### [How the Rule-First, LLM-Augmented Approach Works in Tencent's AI-Infra-Guard](/tencent/AI-Infra-Guard/rule-first-llm-augmented-approach)

Discover how Tencent's AI-Infra-Guard uses a rule-first, LLM-augmented approach for robust security. Get detailed findings and remediation insights with this hybrid detection pipeline.

- Tags: architecture
- Published: 2026-08-22

### [Risk Categories for Agent Skill Security Audits in Tencent AI-Infra-Guard](/tencent/AI-Infra-Guard/agent-skill-security-audit-risk-categories)

Discover the six risk categories for Agent Skill security audits in Tencent AI-Infra-Guard: Malicious behavior, Permission abuse, Privacy access, High-risk operations, Hard-coded secrets, and LLM jailbreaks.

- Tags: deep-dive
- Published: 2026-08-22

### [How to Integrate AI-Infra-Guard Skill Scan into CI/CD Pipelines](/tencent/AI-Infra-Guard/ai-infra-guard-cicd-integration-skill-scan)

Learn how to integrate AI-Infra-Guard Skill Scan into your CI/CD pipelines using the aig-skill-scan CLI tool. Automate security checks and gate deployments effectively.

- Tags: how-to-guide
- Published: 2026-08-22

### [Understanding the `common/runner` Directory in Tencent/AI-Infra-Guard: The Core Scanning Engine](/tencent/AI-Infra-Guard/purpose-of-common-runner-directory)

Explore the common/runner directory in Tencent/AI-Infra-Guard, the core scanning engine. Discover how it orchestrates infrastructure scanning from target discovery to vulnerability assessment and security scoring.

- Tags: internals
- Published: 2026-08-22

### [How Task Scheduling and Execution Works in AI-Infra-Guard](/tencent/AI-Infra-Guard/how-are-tasks-scheduled-executed-ai-infra-guard)

Discover how AI-Infra-Guard schedules and executes tasks. Learn about the TaskManager and AgentManager, database persistence, and real-time progress streaming.

- Tags: internals
- Published: 2026-08-22

### [How the AI-Infra-Guard Agent Runtime Works: WebSocket-Based Distributed Scanning](/tencent/AI-Infra-Guard/how-does-agent-runtime-work-ai-infra-guard)

Discover how the AI-Infra-Guard agent runtime uses WebSocket connections for distributed scanning. Learn about its Go plugin architecture, task execution, and asynchronous result streaming.

- Tags: internals
- Published: 2026-08-22

### [Components of the AI-Infra-Guard System Architecture: Tencent's Modular AI Security Platform](/tencent/AI-Infra-Guard/ai-infra-guard-system-architecture-components)

Explore the eight core components of Tencent's AI-Infra-Guard system architecture, including Go engine, Python scanners, data rules, WebSocket API, React frontend, Docker, and plugins.

- Tags: architecture
- Published: 2026-08-22

### [How to Contribute Custom Rules to AI-Infra-Guard: A Complete Guide](/tencent/AI-Infra-Guard/how-to-contribute-custom-rules-ai-infra-guard)

Learn how to contribute custom rules to AI-Infra-Guard. Follow our guide to create, validate, and submit your own rules for the AI security tool.

- Tags: how-to-guide
- Published: 2026-08-22

### [What DSL Is Used for Fingerprint Rules in AI-Infra-Guard? A YAML-Driven Guide](/tencent/AI-Infra-Guard/what-is-dsl-for-fingerprint-rules)

Discover the YAML DSL for fingerprint rules in Tencent AI-Infra-Guard. Learn how to define boolean matchers and regex extractors for effective security.

- Tags: deep-dive
- Published: 2026-08-22

### [Where Are the Vulnerability Rules Located in AI‑Infra‑Guard?](/tencent/AI-Infra-Guard/where-are-vulnerability-rules-located)

Discover where AI-Infra-Guard vulnerability rules are stored. Find YAML files in data/vuln/ and data/vuln_en/ for efficient security management.

- Tags: how-to-guide
- Published: 2026-08-22

### [How AI-Infra-Guard Manages Rules and Data: YAML Storage, Runtime Loading, and Live Updates](/tencent/AI-Infra-Guard/how-are-rules-and-data-managed-ai-infra-guard)

Discover how AI-Infra-Guard manages rules and data using YAML storage, runtime loading, and live updates via WebSocket APIs. Learn about its efficient data management.

- Tags: internals
- Published: 2026-08-22

### [Attack Types Covered in Prompt Evaluation in AI-Infra-Guard: A Complete Taxonomy](/tencent/AI-Infra-Guard/prompt-evaluation-attack-types)

AI-Infra-Guard detects 16 attack types in LLMs including jailbreaks, violence, privacy leaks, and tool misuse. Discover the complete taxonomy of prompt evaluation attacks.

- Tags: deep-dive
- Published: 2026-08-22

### [How AI-Infra-Guard Performs Prompt Security Evaluation: Architecture and Implementation](/tencent/AI-Infra-Guard/how-ai-infra-guard-performs-prompt-security-evaluation)

Discover how AI-Infra-Guard evaluates LLM prompt security via its three-stage pipeline: parsing vulnerabilities, executing red-team tests, and generating risk reports. Learn its architecture and implementation.

- Tags: architecture
- Published: 2026-08-22

### [MCP Security Scan Threat Categories in Tencent AI-Infra-Guard: Complete Taxonomy Guide](/tencent/AI-Infra-Guard/mcp-security-scan-threat-categories)

Discover the 15 MCP security scan threat categories in Tencent AI-Infra-Guard, including Tool Poisoning and Prompt Injection. Understand risks with this complete taxonomy guide.

- Tags: deep-dive
- Published: 2026-08-22

### [How AI-Infra-Guard Handles MCP Security Scanning: Architecture and Implementation](/tencent/AI-Infra-Guard/how-ai-infra-guard-handles-mcp-security-scanning)

Discover how AI-Infra-Guard's modular Go architecture handles MCP security scanning. Learn about its plugin engine and vulnerability reporting.

- Tags: architecture
- Published: 2026-08-22

### [What Is the Role of Python Agents in AI-Infra-Guard? Security Scanning Engine Explained](/tencent/AI-Infra-Guard/role-of-python-agents-ai-infra-guard)

Discover the vital role of Python agents in AI-Infra-Guard. Learn how this security scanning engine automates LLM service analysis, from collection to reporting.

- Tags: deep-dive
- Published: 2026-08-22

### [Purpose of the Go Backend in AI-Infra-Guard: Architecture and Core Functions](/tencent/AI-Infra-Guard/purpose-of-go-backend-ai-infra-guard)

Explore the Go backend purpose in AI-Infra-Guard. It's the core engine managing scans, data, and agent communication via REST API, WebSocket, and UI.

- Tags: architecture
- Published: 2026-08-22

### [How AI-Infra-Guard Performs Fingerprinting for AI Frameworks: A Code-Level Breakdown](/tencent/AI-Infra-Guard/how-ai-infra-guard-performs-fingerprinting)

Discover how AI-Infra-Guard performs AI framework fingerprinting. Learn about its code-level approach using YAML templates and runtime HTTP response matching.

- Tags: how-to-guide
- Published: 2026-08-22

### [AI Infrastructure Vulnerabilities Detected by AI-Infra-Guard: CVE Coverage and Technical Implementation](/tencent/AI-Infra-Guard/what-ai-infrastructure-vulnerabilities-does-ai-infra-guard-scan-for)

AI-Infra-Guard finds AI infrastructure vulnerabilities like race conditions in vLLM and memory flaws in Triton. Discover CVE coverage and technical details to secure your AI systems.

- Tags: deep-dive
- Published: 2026-08-22

### [How to Use the AI-Infra-Guard WebUI: Complete Setup and Scanning Guide](/tencent/AI-Infra-Guard/how-to-use-ai-infra-guard-webui)

Master the AI-Infra-Guard WebUI with this complete setup and scanning guide. Learn to run AI infrastructure scans, MCP server analysis, and jailbreak evaluations easily.

- Tags: how-to-guide
- Published: 2026-08-22

### [How to Run AI-Infra-Guard from the CLI: Complete Command-Line Guide](/tencent/AI-Infra-Guard/how-to-run-ai-infra-guard-cli)

Learn to run AI-Infra-Guard from the CLI with this complete guide. Execute security scans or start a WebSocket service using simple commands. Get started now.

- Tags: how-to-guide
- Published: 2026-08-22

### [How to Install AI-Infra-Guard: Three Methods for Deploying the Hybrid Go/Python Platform](/tencent/AI-Infra-Guard/how-to-install-ai-infra-guard)

Learn how to install AI-Infra-Guard. Explore three deployment methods: Docker Compose, a one-click script, or building from source for your hybrid Go/Python platform.

- Tags: getting-started
- Published: 2026-08-22