Detecting and Attributing Synthetic Images in the Era of Generative AI: Capabilities, Limitations, and Future Directions

Synthetic media generation has seen tremendous progress, posing serious threats to our society. This work presents an overview of approaches for the detection and attribution of synthetic images, highlighting their strengths, weaknesses, and promising future research directions.