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 Discord, 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 Discord specifically, discord servers can host private ncii trading communities behind invite walls. server bots can mass post images across channels, and image links survive even when messages are deleted because of cdn caching.

How removal proceeds

Discord accepts NCII reports through its Trust and Safety form and through its DMCA agent. Server level reports are processed faster than direct message reports. 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.