FakeShield AI: An Intelligent Deep Learning Framework for Fake News Detection (Adjust the subtitle if your project focuses on images, videos, websites, or another type of misinformation.)

FakeShield AI is an artificial intelligence-based framework designed to detect and mitigate digital misinformation using advanced machine learning and deep learning techniques. The project focuses on identifying deceptive content through intelligent pattern recognition, natural language processing, and predictive analytics to improve the reliability of online information. This technical report presents the system architecture, data preprocessing pipeline, model development, evaluation methodology, experimental results, and future research directions. FakeShield AI aims to support trustworthy digital ecosystems by providing an accurate, scalable, and efficient solution for automated misinformation detection.