# pyrit
標記為「pyrit」的 51 篇文章
Tool Proficiency Practice Exam
Practice exam on Garak, PyRIT, Promptfoo, HarmBench, and custom harness development.
Capstone: Pentest an Agentic AI System End-to-End
Conduct a full penetration test of an agentic AI system with tool use, multi-step reasoning, and autonomous decision-making capabilities.
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.
PyRIT: Red Team Orchestration
Deep dive into Microsoft's PyRIT (Python Risk Identification Toolkit): orchestrators, scorers, converters, targets, multi-turn campaigns, and advanced red team configuration.
Lab: PyRIT Setup and First Attack
Install and configure Microsoft's PyRIT (Python Risk Identification Toolkit) for automated red teaming, 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.
Lab: Running PyRIT Campaigns
Hands-on lab for configuring and running automated red teaming campaigns using Microsoft's PyRIT framework against LLM applications.
PyRIT Custom Attack Strategies
Build custom attack strategies and converters in Microsoft's PyRIT framework for targeted campaigns.
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.
Tool Walkthroughs
End-to-end practical walkthroughs for essential AI red teaming tools, covering installation, configuration, execution, and result interpretation.
Integrating PyRIT with Azure OpenAI and Content Safety
Intermediate 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 Attack Evaluation
Intermediate walkthrough on building custom PyRIT scorers for evaluating attack success, including pattern-based, LLM-based, and multi-criteria scoring approaches.
Running Your First PyRIT Red Team Campaign
Beginner walkthrough for running your first PyRIT red team campaign from scratch, covering installation, target configuration, orchestrator setup, and basic result analysis.
Using the PyRIT UI Frontend
Beginner walkthrough on using PyRIT's web-based UI frontend for visual red team campaign management, including launching campaigns, monitoring progress, and reviewing results without writing code.
PyRIT Multi-Turn Campaign Orchestration
Build and run sophisticated multi-turn attack campaigns using PyRIT's orchestrator system.
Orchestrating Multi-Turn Attack 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 Attacks
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
Intermediate walkthrough on generating professional red team reports from PyRIT campaign data, including executive summaries, technical findings, remediation guidance, and visual dashboards.
PyRIT Custom Scoring Integration
Integrate custom scoring metrics into PyRIT for organization-specific red team evaluation criteria.
Configuring Diverse Targets in PyRIT
Intermediate 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 Walkthrough
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 Custom Converter Development
Build custom PyRIT converters for payload transformation, encoding, and multi-modal attack generation.
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: Pentest an 代理式 AI System End-to-End
Conduct a full penetration test of an agentic AI system with tool use, multi-step reasoning, and autonomous decision-making capabilities.
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.
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。
實驗室: PyRIT Setup and First 攻擊
Install and configure Microsoft's PyRIT (Python Risk Identification Toolkit) for automated red teaming, then run your first orchestrated attack against a local model.
Automated 紅隊演練 with PyRIT
Use Microsoft's PyRIT framework to run automated multi-turn attack campaigns.
實驗室: Running PyRIT Campaigns
Hands-on lab for configuring and running automated red teaming campaigns using Microsoft's PyRIT framework against LLM applications.
PyRIT Custom 攻擊 Strategies
Build custom attack strategies and converters in Microsoft's PyRIT framework for targeted campaigns.
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。
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 Multi-Turn Campaign Orchestration
Build and run sophisticated multi-turn attack campaigns using PyRIT's orchestrator system.
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 Custom Scoring Integration
Integrate custom scoring metrics into PyRIT for organization-specific red team evaluation criteria.
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 Custom Converter Development
Build custom PyRIT converters for payload transformation, encoding, and multi-modal attack generation.