# injection-detection
3 articlestagged with “injection-detection”
Prompt Shields & Injection Detection
How Azure Prompt Shield and dedicated injection detection models work, their detection patterns based on fine-tuned classifiers, and systematic approaches to bypassing them.
prompt-shieldinjection-detectionazureclassifierbypassfine-tuning
ML-Based Prompt Injection Detection
Building and training ML classifiers for real-time prompt injection detection.
defenseinjection-detectionml-basedclassifier
Lab: Injection Detection Tool
Build a basic prompt injection detection tool using pattern matching, heuristics, and LLM-based classification to identify malicious inputs before they reach the target model.
labinjection-detectiondefenseclassificationbeginnerhands-on