Deepfake detection addresses the challenge of forged images/videos used to spread disinformation. It mitigates risks by:

Identifying manipulation: Techniques like inconsistency analysis and statistical learning in deep learning models expose forged elements.
Preserving trust: By filtering out deepfakes, viewers can be more confident in online media authenticity.