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 Facebook, 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 Facebook specifically, facebook groups can host closed ncii trading communities that escape automated moderation. marketplace listings have been used to distribute ncii as fake product images, and profile photos can be reverse searched.

How removal proceeds

Facebook accepts NCII reports through Meta's NCII portal and through the in app report flow. Marketplace, Groups, and Profile content all share the same reporting pipeline. 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.