AI: Prompt Injection – Understanding the Risks and Mitigation Strategies

AI: Prompt Injection – Understanding the Risks and Mitigation Strategies

Introduction Artificial Intelligence (AI) has revolutionized industries, automating tasks, enhancing decision-making, and improving efficiency. However, as AI systems become more integrated into applications, security vulnerabilities emerge. One such critical vulnerability is prompt injection, a technique where attackers manipulate AI models by crafting malicious inputs to produce unintended or harmful outputs. Prompt injection attacks exploit the way…

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…