# machine-learning
2 articlestagged with “machine-learning”
Prompt Classifier Training
Step-by-step walkthrough for training a machine learning classifier to detect malicious prompts, covering dataset curation, feature engineering, model selection, training pipeline, evaluation, and deployment as a real-time detection service.
classifiermachine-learningprompt-injectiondetectiontrainingdefensewalkthrough
ML-Based Prompt Injection Detection Systems
Walkthrough for building and deploying ML-based prompt injection detection systems, covering training data collection, feature engineering, model architecture selection, threshold tuning, production deployment, and continuous improvement.
prompt-injectionmachine-learningdetectionclassifierdefensewalkthrough