import gradio as gr def layout(): return gr.Column([ gr.Markdown("## What is a Deepfake?"), gr.Markdown( "A **deepfake** is a type of synthetic media generated using deep learning techniques, " "particularly deep neural networks. The term **'deepfake'** is a combination of *'deep learning'* and *'fake'*." "\n\nIn deepfake technology, algorithms are used to create or manipulate audio, video, or images to depict something " "that did not actually occur or that alters the appearance or actions of individuals. This can involve superimposing " "images or videos of people onto existing footage, making individuals appear to say or do things they never said or did." ), gr.Markdown("## Real Cases"), gr.Markdown("**Kerala Man Loses Rs 40,000 to AI-Based Deepfake WhatsApp Fraud**"), gr.Markdown( "A man in Kerala lost Rs 40,000 in an online scam on WhatsApp involving AI-based deepfake technology. " "The scammer impersonated the victim's former colleague via video call, fabricating a medical emergency and requesting money. " "This incident underscores the danger of sophisticated online fraud using deepfake technology and emphasizes the importance " "of verifying unexpected financial requests to avoid falling victim to such scams." ) ])