# validation
3 artikelengetagd met “validation”
Integriteit van trainingsdata
Defense-focused guide to ensuring training data has not been poisoned, covering label flipping, backdoor insertion, clean-label attacks, data validation pipelines, provenance tracking, and anomaly detection.
supply-chaindata-poisoningowasp-llm04validationprovenanceanomaly-detectiondefense
Opzetten van een dual LLM-architectuur
Step-by-step walkthrough for implementing a dual LLM pattern where one model generates responses and a second model validates them, covering architecture design, validator prompt engineering, latency optimization, and failure handling.
dual-llmarchitecturevalidationdefense-in-depthdefensewalkthrough
Validatie van gestructureerde uitvoer
Step-by-step walkthrough for validating structured LLM outputs against schemas, covering JSON schema validation, type coercion, constraint enforcement, and handling malformed model outputs gracefully.
structured-outputvalidationjson-schemaoutput-filteringdefensewalkthrough