Deepfake attacks: Generation, detection, datasets, challenges, and research directions
Recent years have seen a substantial increase in interest in deepfakes, a fast-develo**
field at the nexus of artificial intelligence and multimedia. These artificial media creations …
field at the nexus of artificial intelligence and multimedia. These artificial media creations …
Deepfake detection: A comprehensive survey from the reliability perspective
The mushroomed Deepfake synthetic materials circulated on the internet have raised a
profound social impact on politicians, celebrities, and individuals worldwide. In this survey …
profound social impact on politicians, celebrities, and individuals worldwide. In this survey …
Blendface: Re-designing identity encoders for face-swap**
The great advancements of generative adversarial networks and face recognition models in
computer vision have made it possible to swap identities on images from single sources …
computer vision have made it possible to swap identities on images from single sources …
Styleswap: Style-based generator empowers robust face swap**
Numerous attempts have been made to the task of person-agnostic face swap** given its
wide applications. While existing methods mostly rely on tedious network and loss designs …
wide applications. While existing methods mostly rely on tedious network and loss designs …
Region-aware face swap**
This paper presents a novel Region-Aware Face Swap** (RAFSwap) network to achieve
identity-consistent harmonious high-resolution face generation in a local-global manner: 1) …
identity-consistent harmonious high-resolution face generation in a local-global manner: 1) …
[HTML][HTML] Deepfacelab: Integrated, flexible and extensible face-swap** framework
Face swap** has drawn a lot of attention for its compelling performance. However, current
deepfake methods suffer the effects of obscure workflow and poor performance. To solve …
deepfake methods suffer the effects of obscure workflow and poor performance. To solve …
Diffswap: High-fidelity and controllable face swap** via 3d-aware masked diffusion
In this paper, we propose DiffSwap, a diffusion model based framework for high-fidelity and
controllable face swap**. Unlike previous work that relies on carefully designed network …
controllable face swap**. Unlike previous work that relies on carefully designed network …