# pyrit
標記為「pyrit」的 25 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。
總結專案：端到端代理式 AI 系統滲透測試
針對具備工具使用、多步推理與自主決策能力的代理式 AI 系統執行完整的滲透測試。
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。
PyRIT：紅隊協作編排
深入探討 Microsoft PyRIT（Python Risk Identification Toolkit）：orchestrator、scorer、converter、target、多輪活動，以及進階紅隊組態。
Lab: PyRIT Setup and First Attack
Install and configure Microsoft's PyRIT (Python Risk Identification Toolkit) for automated 紅隊演練, then run your first orchestrated attack against a local model.
Automated Red Teaming with PyRIT
Use Microsoft's PyRIT framework to run automated multi-turn attack campaigns.
實驗室: Running PyRIT Campaigns
動手實驗室,主題為configuring與running automated red teaming campaigns using Microsoft's PyRIT framework 對抗 LLM applications.
PyRIT Custom 攻擊 Strategies
Build custom attack strategies與converters in Microsoft's PyRIT framework for targeted campaigns.
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。
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。
Integrating PyRIT with Azure OpenAI and Content Safety
中階 walkthrough on integrating PyRIT with Azure OpenAI Service and Azure AI Content Safety for enterprise red teaming, including managed identity authentication, content filtering analysis, and compliance reporting.
Building Converter Pipelines for Payload Transformation in PyRIT
Intermediate walkthrough on using PyRIT's converter system to transform attack payloads through encoding, translation, paraphrasing, and other obfuscation techniques to evade input filters.
Creating Custom Scorers for PyRIT 攻擊 Evaluation
中階 walkthrough on building custom PyRIT scorers for evaluating attack success, including pattern-based, LLM-based, and multi-criteria scoring approaches.
Running Your First PyRIT 紅隊 Campaign
初階 walkthrough for running your first PyRIT red team campaign from scratch, covering installation, target configuration, orchestrator setup, and basic result analysis.
使用 PyRIT UI 前端
初學者教學：使用 PyRIT 網頁式 UI 前端，以視覺化方式管理紅隊行動，包括啟動行動、監控進度，以及不需寫程式即可檢視結果。
PyRIT 多輪攻擊戰役編排
使用 PyRIT 編排器系統建立並執行複雜的多輪攻擊戰役。
Orchestrating Multi-Turn 攻擊 Sequences with PyRIT
Intermediate walkthrough on using PyRIT's orchestration capabilities for multi-turn red team campaigns, including attack strategy design, conversation management, and adaptive scoring.
Microsoft PyRIT for Orchestrated Multi-Turn 攻擊s
Comprehensive walkthrough for using Microsoft PyRIT to design and execute orchestrated multi-turn attack campaigns against LLM applications, covering orchestrator configuration, converter chains, scoring strategies, and campaign analysis.
Generating Professional Reports from PyRIT Campaigns
中階 walkthrough on generating professional red team reports from PyRIT campaign data, including executive summaries, technical findings, remediation guidance, and visual dashboards.
PyRIT 自訂評分整合
將自訂評分指標整合至 PyRIT,用於組織特定的紅隊評估標準。
Configuring Diverse Targets in PyRIT
中階 walkthrough on configuring PyRIT targets for various model providers, custom APIs, local models, and application endpoints including authentication, system prompts, and rate limiting.
PyRIT End-to-End 導覽
Complete walkthrough of Microsoft's Python Risk Identification Toolkit: setup, connecting to targets, running orchestrators, using converters, multi-turn attacks, and analyzing results with the web UI.
PyRIT 自訂 Converter 開發
建立自訂 PyRIT Converter,用於載荷轉換、編碼與多模態攻擊生成。