Case Study: University of Michigan achieves explainable deepfake detection with Origami Studios' FakeXpose

University of Michigan achieves 99%+ deepfake detection accuracy with Origami Studios

The University of Michigan partnered with Origami Studios to address the growing threat of AI-generated media manipulation. Their challenge was to develop a system that could quickly and accurately detect sophisticated deepfakes in video and audio while providing transparent, explainable results, moving beyond the unreliable "black-box" predictions of existing tools.

Origami Studios developed FakeXpose, an AI-powered deepfake detection platform. Their solution used machine learning and explainable AI to not only identify manipulated media with high accuracy but also provide confidence scores and forensic reasoning for each result. This led to a 94% detection accuracy rate and an average verification time of under five seconds, drastically improving the speed and transparency of digital media analysis for the University of Michigan.

University of Michigan