Detecting Multimedia Generated by Large AI Models: A Survey

Understand

The rapid advancement of Large AI Models (LAIMs), particularly diffusion models and large language models, has marked a new era where AI-generated multimedia is increasingly integrated into various aspects of daily life.

• Although beneficial in numerous fields, this content presents significant risks, including potential misuse, societal disruptions, and ethical concerns.
• Consequently, detecting multimedia generated by LAIMs has become crucial, with a marked rise in related research.
• Despite this, there remains a notable gap in systematic surveys that focus specifically on detecting LAIM-generated multimedia.