Data Poisoning & Model Theft

1Training Data PoisoningCorrupt the diet, corrupt the behaviorIntermediate

2Model Extraction and IP TheftStealing a model without ever touching its weightsAdvanced

3Sensitive Data Leakage from LLM OutputsThe model remembers things you didn't mean to shareIntermediate

4Supply Chain Risk in Pretrained ModelsYou inherit every risk baked into the model you didn't trainAdvanced