model extraction

While primarily known for their use in evasion attacks (causing misclassification),…

AI model extraction refers to an attack method where an adversary…

Model Extraction Attacks aim at stealing model architecture, training hyperparameters, learned parameters,…

Alignment-Aware Extraction goes beyond conventional extraction methods by strategically capturing both the functional…

Cloud infrastructure vulnerabilities comprise security weaknesses in the cloud platforms and…

Model Deployment Vulnerabilities are weaknesses in how models are deployed in…

Equation-Solving Attacks represent a specialized and powerful subset of extraction techniques…

Model Leeching is a Model Extraction attack in which an adversary siphons task-specific…

API Querying is a systematic approach where attackers send repeated inputs…

Path-Finding is a specialized model extraction attack that targets tree-based machine…