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Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward
Easy access to audio-visual content on social media, combined with the availability of
modern tools such as Tensorflow or Keras, and open-source trained models, along with …
modern tools such as Tensorflow or Keras, and open-source trained models, along with …
A comprehensive overview of Deepfake: Generation, detection, datasets, and opportunities
When used maliciously, deepfake can pose detrimental implications to political and social
forces including reducing public trust in institutions, damaging the reputation of prominent …
forces including reducing public trust in institutions, damaging the reputation of prominent …
Implicit identity driven deepfake face swap** detection
In this paper, we consider the face swap** detection from the perspective of face identity.
Face swap** aims to replace the target face with the source face and generate the fake …
Face swap** aims to replace the target face with the source face and generate the fake …
Fsgan: Subject agnostic face swap** and reenactment
Abstract We present Face Swap** GAN (FSGAN) for face swap** and reenactment.
Unlike previous work, FSGAN is subject agnostic and can be applied to pairs of faces …
Unlike previous work, FSGAN is subject agnostic and can be applied to pairs of faces …
Simswap: An efficient framework for high fidelity face swap**
We propose an efficient framework, called Simple Swap (SimSwap), aiming for generalized
and high fidelity face swap**. In contrast to previous approaches that either lack the ability …
and high fidelity face swap**. In contrast to previous approaches that either lack the ability …
One shot face swap** on megapixels
Face swap** has both positive applications such as entertainment, human-computer
interaction, etc., and negative applications such as DeepFake threats to politics, economics …
interaction, etc., and negative applications such as DeepFake threats to politics, economics …
Advancing high fidelity identity swap** for forgery detection
In this work, we study various existing benchmarks for deepfake detection researches. In
particular, we examine a novel two-stage face swap** algorithm, called FaceShifter, for …
particular, we examine a novel two-stage face swap** algorithm, called FaceShifter, for …
The creation and detection of deepfakes: A survey
Generative deep learning algorithms have progressed to a point where it is difficult to tell the
difference between what is real and what is fake. In 2018, it was discovered how easy it is to …
difference between what is real and what is fake. In 2018, it was discovered how easy it is to …
Deepfake detection based on discrepancies between faces and their context
We propose a method for detecting face swap** and other identity manipulations in single
images. Face swap** methods, such as DeepFake, manipulate the face region, aiming to …
images. Face swap** methods, such as DeepFake, manipulate the face region, aiming to …