AI: Data Extraction Attacks — Is Your Machine Learning Model Leaking Sensitive Information?

AI: Data Extraction Attacks — Is Your Machine Learning Model Leaking Sensitive Information?

Introduction Artificial Intelligence (AI) and Machine Learning (ML) models have become foundational elements in various industries. From healthcare diagnostics to financial forecasting, these models handle massive amounts of sensitive and proprietary data. However, with increasing dependency on AI comes a critical and often overlooked risk: data extraction attacks. This blog aims to unpack what these…