# model-theft
標記為「model-theft」的 6 篇文章
Embedding Extraction Techniques
Methods for extracting embedding model weights and behavior through API access, including dimension reduction and reconstruction attacks.
Model Distillation Security Implications
Security risks of knowledge distillation including capability transfer, safety property loss, and unauthorized model cloning.
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.
Embedding Extraction Techniques
Methods for extracting embedding model weights and behavior through API access, including dimension reduction and reconstruction attacks.
模型 Distillation 安全 Implications
安全 risks of knowledge distillation including capability transfer, safety property loss, and unauthorized model cloning.
基於蒸餾的模型擷取
以知識蒸餾進行模型竊取：師生擷取攻擊、以 API 為基礎的蒸餾、任務特定擷取，以及對抗蒸餾式模型竊取的防禦。