Artificial intelligence and machine learning in Metaverse security
Hemang A. Thakar, Divya Thakar, Vidisha Pradhan · 2025
The development of artificial intelligence (AI), machine learning (ML) algorithms, and deep learning structures has come to the aid of the metaverse, which is an ever-growing virtual reality to be more sophisticated. These technologies are necessary for changing the user experience as they offer more responsive, interactive, and immersive environments. AI is used for automating the decision-making process, which enables the creation of dynamic virtual environments that can change according to what individual users like and do. Security is enhanced through real-time detection of anomalous activities or security threats, as well as personalized experiences, based on analysis of vast quantities of user interaction data by ML algorithms. To perform these tasks and enhance the user’s ability to interact with metaverse content through more human-like means, deep learning structures are also important. Also, this combination of AI, ML, and deep learning (DL) not only enhances the quality and interactivity of virtual worlds but also assures a systematic and sustainable growth of the metaverse user population and its diverse use cases.