# ci-cd
15 artikelengetagd met “ci-cd”
AI-risico's in CI/CD-pipelines
Security implications of integrating AI into CI/CD pipelines — covering AI-powered code generation in builds, automated testing risks, deployment decision manipulation, and pipeline hardening.
Automatisering van LLM-beveiligingstesten
Het bouwen van geautomatiseerde beveiligingstestpijplijnen voor LLM-applicaties met CI/CD-integratie en continue scanning.
Continuous Automated Red Teaming (CART)
CART-pipelines ontwerpen voor doorlopende AI-beveiligingsvalidatie: architectuur, testsuites, telemetrie, alerting, regressiedetectie en CI/CD-integratie.
ML CI/CD-pijplijnen aanvallen
Geavanceerde technieken voor het compromitteren van ML-pijplijnen voor continue integratie en deployment, waaronder pijplijninjectie, artefactmanipulatie, het kapen van trainingsjobs en het uitbuiten van de unieke vertrouwensgrenzen in geautomatiseerde ML-workflows.
ML Pipeline Security
Defense-focused guide to securing ML training and deployment pipelines, covering CI/CD cross-tenant attacks, safetensors conversion hijacking, pipeline hardening, and isolated build environments.
Lab: veiligheidsregressietesten op schaal
Build automated pipelines that detect safety degradation across model versions, ensuring that updates and fine-tuning do not introduce new vulnerabilities or weaken existing protections.
Lab: geautomatiseerde red team-pijplijn
Hands-on lab for building a continuous AI red team testing pipeline using promptfoo, GitHub Actions, and automated attack generation to catch safety regressions before deployment.
Lab: geautomatiseerd red team-testen
Set up promptfoo for continuous automated security testing of AI applications, with custom evaluators and CI/CD integration.
Strategie voor red team-automatisering
When and how to automate AI red teaming: tool selection, CI/CD integration, continuous automated red teaming (CART), human-in-the-loop design, and scaling assessment coverage through automation.
Continue AI-redteaming-pijplijnen opzetten
Walkthrough 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.
Garak integreren in CI/CD-pijplijnen
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.
End-to-end walkthrough van garak
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.
Red team-evaluaties automatiseren met 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.
End-to-end walkthrough van promptfoo
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.
Integratie van promptfoo in de CI/CD-pijplijn (tool-walkthrough)
Integrate Promptfoo red team evaluations into CI/CD pipelines for automated security regression testing.