# model-theft
3 articlestagged with “model-theft”
Embedding Extraction Techniques
Methods for extracting embedding model weights and behavior through API access, including dimension reduction and reconstruction attacks.
embeddingextractionmodel-theftAPI
Model Distillation Security Implications
Security risks of knowledge distillation including capability transfer, safety property loss, and unauthorized model cloning.
frontierdistillationmodel-theft
Distillation-Based Model Extraction
Using knowledge distillation for model theft: student-teacher extraction attacks, API-based distillation, task-specific extraction, and defending against distillation-based model stealing.
distillationmodel-extractionmodel-theftstudent-teacherapi-extractionintellectual-property