AI Framework Improves Security of IoT in Metaverse.
![AI Framework Improves Security of IoT in Metaverse. 1 AI Framework Enhances IoT Security Within Metaverse](https://cryptoinfonet.com/wp-content/uploads/2025/01/AI-Framework-Improves-Security-of-IoT-in-Metaverse-1024x576.jpeg)
The integration of the Internet of Things (IoT) within the Metaverse offers users unprecedented levels of convenience and interaction, but it also presents significant cybersecurity challenges. A recent study highlights how advanced artificial intelligence (AI) frameworks can improve intrusion detection systems for IoT networks, making them more resilient to sophisticated attacks.
At the heart of this research is a two-level hybrid framework combining Convolutional Neural Networks (CNN) with machine learning models such as CatBoost and LightGBM. This innovative approach is optimized through metaheuristic algorithms, marking a notable advancement against conventional security measures.
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