Model Inversion

Intermediate

Inferring sensitive features of training data.

Full Definition

Inferring sensitive features of training data.

Keywords

reconstruction

Domains

AI Economics & Strategy

Related Terms

Prompt Leakage related to

Extracting system prompts or hidden instructions.

 Supply Chain Attack related to

Compromising AI systems via libraries, models, or datasets.

 Model Watermarking related to

Embedding signals to prove model ownership.

 Canary Tokens related to

Detecting unauthorized model outputs or data leaks.

 Human Oversight related to

Required human review for high-risk decisions.

 Audit Trail related to

Logged record of model inputs, outputs, and decisions.

 Explainability Requirement related to

Legal or policy requirement to explain AI decisions.

 Gradient Leakage related to

Recovering training data from gradients.

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