model extraction

Introduction While primarily known for their use in evasion attacks (causing…

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

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

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

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

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

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

Introduction Model Leeching is a Model Extraction attack in which an adversary siphons…

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

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