# ci-cd
標記為「ci-cd」的 15 篇文章
CI/CD 管線 AI 風險
將 AI 整合至 CI/CD 管線的安全意涵——涵蓋建構中的 AI 驅動程式碼生成、自動化測試風險、部署決策操控與管線強化。
LLM 安全測試自動化
運用 CI/CD 整合與持續掃描,為 LLM 應用建構自動化安全測試管線。
持續自動化紅隊（CART）
為持續 AI 安全驗證設計 CART 管線：架構、測試套件、遙測、警報、回歸偵測與 CI/CD 整合。
ML 管線 CI/CD 攻擊
針對 ML CI/CD 管線的攻擊,包含建置注入、Artifact 篡改與部署劫持。
ML 管線安全
ML 管線的端對端安全,涵蓋資料擷取、訓練、驗證、部署與監控。
Lab: Safety Regression Testing at Scale
建構 automated pipelines that detect safety degradation across model versions, ensuring that updates and 微調 do not introduce new vulnerabilities or weaken existing protections.
實驗室:自動化紅隊流水線
動手實驗室,主題為building a continuous AI red team testing pipeline using promptfoo,GitHub Actions,automated attack generation to catch safety regressions before deployment.
實驗室: Automated Red Team 測試
Set up promptfoo for continuous automated 安全測試 of AI applications,with custom evaluators與CI/CD integration.
紅隊自動化策略
AI 紅隊演練何時與如何自動化:工具選擇、CI/CD 整合、持續自動化紅隊演練(CART)、人機迴圈設計,以及透過自動化擴展評估覆蓋率。
Setting Up Continuous AI 紅隊ing Pipelines
導覽 for building continuous AI red teaming pipelines that automatically test LLM applications on every deployment, covering automated scan configuration, CI/CD integration, alert thresholds, regression testing, and dashboard reporting.
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.
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.
Automating 紅隊 Evaluations with Promptfoo
Complete walkthrough for setting up automated red team evaluation pipelines using Promptfoo, covering configuration, custom evaluators, adversarial dataset generation, CI integration, and result analysis.
Promptfoo End-to-End 導覽
Complete walkthrough of promptfoo for AI red teaming: configuration files, provider setup, running evaluations, red team plugins, assertion-based scoring, reporting, and CI/CD integration.
Promptfoo CI/CD 整合(工具詳解)
將 Promptfoo 紅隊評測整合至 CI/CD 管線,進行自動化安全回歸測試。