TrueNews: AI Powered Detection of Manipulated Text and Images

The proliferation of fake news across digital platforms has become a critical issue, leading to widespread misinformation with significant s ocietal i mplications. This survey paper presents a comprehensive review of recent advancements in fake news detection, leveraging machine learning (ML), deep learning (DL), and natural language processing (NLP) techniques. The reviewed studies cover diverse approaches, ranging from content-based methods to the integration of social context, multimedia, and knowledge-enhanced models.