Synthetic Medium

Synthetic media, encompassing AI-generated images, videos, and audio, is rapidly evolving, raising significant concerns about authenticity and misuse. Current research focuses on developing robust detection methods, often employing deep learning architectures like Convolutional Neural Networks and Generative Adversarial Networks, to identify subtle inconsistencies in synthetic content. This field is crucial due to the potential for malicious applications such as misinformation campaigns and fraud, demanding the development of effective detection and attribution techniques alongside ethical guidelines for responsible creation and use.