# garak
標記為「garak」的 26 篇文章
工具熟練度模擬測驗
模擬測驗涵蓋Garak、PyRIT、Promptfoo、HarmBench、custom harness development。
Capstone:以 Garak 進行深入評估
以 Garak 進行完整漏洞掃描的工具專屬 Capstone,包括 plugin 開發與自訂 probe 建立。
Capstone:開源 AI 安全貢獻
Capstone 專案:對開源 AI 安全工具或資料集做出有意義貢獻,包括新測試、文件或程式碼改進。
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 Vulnerability Scan
Install and run NVIDIA's Garak tool to perform automated 漏洞 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。
實作：Garak 設定與首次掃描
Install and configure garak, the LLM 漏洞 scanner, then run your first automated scan against a local model to discover common vulnerabilities.
Building Custom Garak Probes
發展custom probe modules for NVIDIA Garak,以測試 organization-specific vulnerability patterns.
Garak 工具指南
NVIDIA Garak LLM 漏洞掃描器的完整操作指南,包含安裝、組態、外掛開發與結果解讀。
自動化紅隊工具比較
自動化 AI 紅隊工具的完整比較,包含 PyRIT、Garak、DeepTeam、AutoRedTeamer、HarmBench 與 ART,附詳細能力矩陣、優勢分析與使用案例建議。
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 進階配置指南
深入 Garak 配置系統(含自訂探測器、偵測器與生成器)。
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.
建立自訂 Garak 探測器(工具詳解)
為 NVIDIA Garak 開發自訂探測模組,以測試領域特定漏洞。
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 自訂外掛開發
為組織特定測試開發自訂 Garak 外掛,含探測器、偵測器與生成器。