Attribute-Based Filtering is a technique used in information retrieval and recommendation systems to filter or prioritize content based on specific attributes or characteristics of the items. It allows for personalized and relevant results by leveraging metadata or features associated with the items, enhancing user experience by aligning with individual preferences or requirements.