Definition
AI Security refers to the practice of protecting artificial intelligence systems from threats and ensuring their ethical and responsible use. This involves safeguarding AI models, data, and infrastructure against malicious attacks, biases, and unintended consequences. It is crucial for maintaining the integrity, confidentiality, and availability of AI powered systems in various applications. For instance, AI Security measures can prevent adversarial attacks that trick machine learning models into making incorrect predictions, such as misclassifying images. Unlike traditional cybersecurity which focuses on IT systems, AI Security specifically addresses the unique vulnerabilities inherent in AI algorithms and their training data. This concept is frequently assessed in certifications like CompTIA Security+ and AWS Certified Solutions Architect Associate.