# garak
標記為「garak」的 53 篇文章
Tool Proficiency Practice Exam
Practice exam on Garak, PyRIT, Promptfoo, HarmBench, and custom harness development.
Capstone: Deep Assessment with Garak
Tool-specific capstone using Garak for comprehensive vulnerability scanning including plugin development and custom probe creation.
Capstone: Open Source Contribution
Contribute to an open-source AI security project such as garak, PyRIT, or MITRE ATLAS, producing a merged PR or submitted issue with proof of concept.
Garak: LLM Vulnerability Scanner
Deep dive into NVIDIA's Garak LLM vulnerability scanner: architecture, probes, generators, evaluators, custom probe development, and CI/CD integration for automated security scanning.
Your First Garak Vulnerability Scan
Install and run NVIDIA's Garak tool to perform automated vulnerability scanning on an LLM endpoint.
Lab: Scanning with Garak
Install and run the Garak LLM vulnerability scanner against local models. Learn to configure probes, generators, and evaluators for comprehensive scanning.
Lab: Garak Setup and First Scan
Install and configure garak, the LLM vulnerability scanner, then run your first automated scan against a local model to discover common vulnerabilities.
Building Custom Garak Probes
Develop custom probe modules for NVIDIA Garak to test organization-specific vulnerability patterns.
Garak Tool Guide
Complete operational guide to NVIDIA's Garak LLM vulnerability scanner including installation, configuration, plugin development, and result interpretation.
Automated Red Teaming Tools Comparison
Comprehensive comparison of automated AI red teaming tools including PyRIT, Garak, DeepTeam, AutoRedTeamer, HarmBench, and ART, with detailed capability matrices, strengths analysis, and use case recommendations.
Red Team Tool Comparison Matrix
Side-by-side comparison of AI red teaming tools -- Garak, PyRIT, promptfoo, Inspect AI, and HarmBench -- covering capabilities, use cases, and integration options.
Red Team Tool Comparison
Comparison of major AI red teaming tools -- Garak, PyRIT, promptfoo, and Inspect AI -- covering capabilities, strengths, limitations, and use cases.
Garak Advanced Configuration Guide
Deep dive into Garak's configuration system including custom probes, detectors, and generators.
Writing Custom Garak Probes for Novel Attack Vectors
Advanced walkthrough for building custom Garak probes that target novel and emerging attack vectors, covering probe architecture, payload generation, detector pairing, and integration into automated scanning pipelines.
Integrating Garak into CI/CD Pipelines
Intermediate walkthrough on automating garak vulnerability scans within CI/CD pipelines, including GitHub Actions, GitLab CI, threshold-based gating, result caching, and cost management strategies.
Writing Custom Garak Probes
Intermediate walkthrough on creating custom garak probes tailored to application-specific attack surfaces, including probe structure, prompt engineering, custom detectors, and testing workflows.
Building Custom Garak Probes (Tool Walkthrough)
Develop custom probe modules for NVIDIA's Garak to test domain-specific vulnerabilities.
Building Custom Garak Detectors
Advanced walkthrough on creating custom garak detectors for specific success criteria, including regex-based detectors, ML-based classifiers, multi-signal scoring, and integration with external evaluation services.
Running Your First Garak Scan
Step-by-step beginner walkthrough for running your very first garak vulnerability scan from zero, covering installation, target setup, probe selection, and basic result interpretation.
Writing Garak Generator Plugins for Custom API Targets
Advanced walkthrough on writing garak generator plugins to connect to custom API endpoints, proprietary model servers, and non-standard inference interfaces for vulnerability scanning.
Setting Up Garak Probes for MCP Tool Interactions
Advanced walkthrough on configuring garak probes that target Model Context Protocol (MCP) tool interactions, testing for tool misuse, privilege escalation through tools, and data exfiltration via tool calls.
Comparing Vulnerability Profiles Across Models with Garak
Intermediate walkthrough on using garak to run identical vulnerability scans across multiple models, comparing results to understand relative security postures and make informed model selection decisions.
Deep Dive into Garak Scan Report Analysis
Intermediate walkthrough on analyzing garak scan reports, including JSONL parsing, false positive identification, vulnerability categorization, executive summary generation, and trend tracking.
Garak End-to-End Walkthrough
Complete walkthrough of NVIDIA's garak LLM vulnerability scanner: installation, configuration, running probes against local and hosted models, interpreting results, writing custom probes, and CI/CD integration.
Tool Walkthroughs
End-to-end practical walkthroughs for essential AI red teaming tools, covering installation, configuration, execution, and result interpretation.
Garak Custom Plugin Development
Develop custom Garak plugins including probes, detectors, and generators for organization-specific testing.
工具 Proficiency Practice Exam
Practice exam on Garak, PyRIT, Promptfoo, HarmBench, and custom harness development.
章節評量：工具熟練度
15 題校準評量，測試你對 AI 紅隊演練工具生態系的理解——Garak、PyRIT、Promptfoo 與自訂自動化。
Capstone: Deep 評量 with Garak
工具-specific capstone using Garak for comprehensive vulnerability scanning including plugin development and custom probe creation.
Capstone: Open Source Contribution
Contribute to an open-source AI security project such as garak, PyRIT, or MITRE ATLAS, producing a merged PR or submitted issue with proof of concept.
Garak：LLM 漏洞掃描器
深入 NVIDIA 之 Garak LLM 漏洞掃描器：架構、探測、生成器、評估器、自訂探測開發，與自動化安全掃描之 CI/CD 整合。
Your First Garak 漏洞 Scan
Install and run NVIDIA's Garak tool to perform automated vulnerability scanning on an LLM endpoint.
實作：以 Garak 掃描
安裝並對本地模型執行 Garak LLM 漏洞掃描器。學習組態 probe、generator 與 evaluator 以進行完整掃描。
實驗室: Garak Setup and First Scan
Install and configure garak, the LLM vulnerability scanner, then run your first automated scan against a local model to discover common vulnerabilities.
Building Custom Garak Probes
Develop custom probe modules for NVIDIA Garak to test organization-specific vulnerability patterns.
Garak 工具 指南
Complete operational guide to NVIDIA's Garak LLM vulnerability scanner including installation, configuration, plugin development, and result interpretation.
Automated 紅隊演練 工具s Comparison
Comprehensive comparison of automated AI red teaming tools including PyRIT, Garak, DeepTeam, AutoRedTeamer, HarmBench, and ART, with detailed capability matrices, strengths analysis, and use case recommendations.
紅隊工具比較矩陣
AI 紅隊工具的並列比較——Garak、PyRIT、promptfoo、Inspect AI 與 HarmBench——涵蓋能力、使用案例與整合選項。
紅隊工具比較
主要 AI 紅隊工具的比較——Garak、PyRIT、promptfoo 與 Inspect AI——涵蓋能力、強項、侷限與用途。
Garak 進階 Configuration 指南
Deep dive into Garak's configuration system including custom probes, detectors, and generators.
Writing Custom Garak Probes for Novel 攻擊 Vectors
進階 walkthrough for building custom Garak probes that target novel and emerging attack vectors, covering probe architecture, payload generation, detector pairing, and integration into automated scanning pipelines.
Integrating Garak into CI/CD Pipelines
中階 walkthrough on automating garak vulnerability scans within CI/CD pipelines, including GitHub Actions, Git實驗室 CI, threshold-based gating, result caching, and cost management strategies.
Writing Custom Garak Probes
中階 walkthrough on creating custom garak probes tailored to application-specific attack surfaces, including probe structure, prompt engineering, custom detectors, and testing workflows.
Building Custom Garak Probes (工具 導覽)
Develop custom probe modules for NVIDIA's Garak to test domain-specific vulnerabilities.
Building Custom Garak Detectors
進階 walkthrough on creating custom garak detectors for specific success criteria, including regex-based detectors, ML-based classifiers, multi-signal scoring, and integration with external evaluation services.
執行你之首次 Garak 掃描
自零執行你之第一個 garak 漏洞掃描之逐步初學者演練，涵蓋安裝、目標設置、探測選擇與基礎結果解讀。
Writing Garak Generator Plugins for Custom API Targets
進階 walkthrough on writing garak generator plugins to connect to custom API endpoints, proprietary model servers, and non-standard inference interfaces for vulnerability scanning.
Setting Up Garak Probes for MCP 工具 Interactions
進階 walkthrough on configuring garak probes that target 模型 Context Protocol (MCP) tool interactions, testing for tool misuse, privilege escalation through tools, and data exfiltration via tool calls.
Comparing 漏洞 Profiles Across 模型s with Garak
中階 walkthrough on using garak to run identical vulnerability scans across multiple models, comparing results to understand relative security postures and make informed model selection decisions.
Deep Dive into Garak Scan Report Analysis
中階 walkthrough on analyzing garak scan reports, including JSONL parsing, false positive identification, vulnerability categorization, executive summary generation, and trend tracking.
Garak End-to-End 導覽
Complete walkthrough of NVIDIA's garak LLM vulnerability scanner: installation, configuration, running probes against local and hosted models, interpreting results, writing custom probes, and CI/CD integration.
工具導覽
必備 AI 紅隊演練工具的端對端實務導覽，涵蓋安裝、設定、執行與結果詮釋。
Garak Custom Plugin Development
Develop custom Garak plugins including probes, detectors, and generators for organization-specific testing.