The combined situation

DeepFaceLab is the most widely used open source deepfake training framework. It powers the majority of high quality deepfake NCII produced since 2020. When DeepFaceLab output appears on Mastodon, removal proceeds through the statutory takedown process under 47 USC 223a combined with source attribution to strengthen the legal claim.

Why this combination is high risk

DeepFaceLab requires technical skill to operate but produces the highest quality output of any current face swap technology. It is the source of most professional grade celebrity deepfake NCII. On Mastodon specifically, federated content spreads across multiple instances through reposts and replies. removing from the originating instance does not remove from the cached copies on every instance that federated the post.

How removal proceeds

Mastodon is federated across thousands of independent instances. Removal requires identifying the specific instance hosting the content and contacting that instance's admin directly. Source attribution to DeepFaceLab is documented through deepfacelab output quality varies by training time and source material, but high quality models produce indistinguishable face swap output, which strengthens the takedown notice and supports parallel legal action.

Choose your legal action

DeepFaceLab on other platforms