AI-Infra-Guard

by Tencent

2.8Kstars

276forks

27watchers

Updated 12 days ago

About

AI-Infra-Guard is an intelligent AI Red Teaming platform designed to enhance AI model security through comprehensive vulnerability scanning and risk assessment.

A.I.G (AI-Infra-Guard) is a comprehensive, intelligent, and easy-to-use AI Red Teaming platform developed by Tencent Zhuque Lab.

Primary Use Case

AI-Infra-Guard is primarily used by security professionals and AI developers to identify vulnerabilities in AI frameworks and assess security risks in AI models and infrastructure. It provides a user-friendly interface for conducting thorough security evaluations and generating detailed reports, making it essential for organizations aiming to secure their AI deployments.

Key Features

AI Infra Scan for over 30 AI framework components and nearly 400 known CVE vulnerabilities
MCP Server Scan powered by AI Agent for detecting major MCP security risks
Jailbreak Evaluation for assessing prompt security risks with curated datasets
Easy-to-use Web Interface with real-time progress tracking and comprehensive analysis reports

Security Frameworks

Reconnaissance

Initial Access

Execution

Persistence

Defense Evasion

Usage Insights

{"Repurposing":"AI-Infra-Guard can be adapted for educational purposes, training AI developers and security professionals in identifying and mitigating vulnerabilities in AI models."}
{"Chaining":"Combine AI-Infra-Guard with a SIEM tool like Splunk to correlate AI-specific vulnerabilities with broader network events, enhancing threat detection capabilities."}
{"Evasion/Detection":"Attackers might attempt to bypass AI-Infra-Guard by obfuscating their payloads or using novel AI attack vectors. Implementing anomaly detection algorithms can help identify such evasion techniques."}
{"Data Fusion":"Integrate AI-Infra-Guard outputs with threat intelligence platforms to enrich vulnerability data with contextual threat information, improving incident response strategies."}
{"Automation":"Automate the scanning and reporting process of AI-Infra-Guard using orchestration tools like Ansible, enabling continuous monitoring and rapid response to detected vulnerabilities."}

Docs Take 2 Hours. AI Takes 10 Seconds.

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Security Profile

Red Team80%

Blue Team30%

Purple Team50%

Details

LicenseOther

LanguagePython

Open Issues65

Topics

red-teaming