Deepfakes as a threat to a speaker and facial recognition: An overview of tools and attack vectors
Deepfakes present an emerging threat in cyberspace. Recent developments in machine
learning make deepfakes highly believable, and very difficult to differentiate between what is …
learning make deepfakes highly believable, and very difficult to differentiate between what is …
Add 2022: the first audio deep synthesis detection challenge
Audio deepfake detection is an emerging topic, which was included in the ASVspoof 2021.
However, the recent shared tasks have not covered many real-life and challenging …
However, the recent shared tasks have not covered many real-life and challenging …
Add 2023: the second audio deepfake detection challenge
Audio deepfake detection is an emerging topic in the artificial intelligence community. The
second Audio Deepfake Detection Challenge (ADD 2023) aims to spur researchers around …
second Audio Deepfake Detection Challenge (ADD 2023) aims to spur researchers around …
Deepfake: definitions, performance metrics and standards, datasets and benchmarks, and a meta-review
Recent advancements in AI, especially deep learning, have contributed to a significant
increase in the creation of new realistic-looking synthetic media (video, image, and audio) …
increase in the creation of new realistic-looking synthetic media (video, image, and audio) …
Improving generalization of deepfake detection with data farming and few-shot learning
P Korshunov, S Marcel - IEEE Transactions on Biometrics …, 2022 - ieeexplore.ieee.org
Recent advances in automated video and audio editing tools, generative adversarial
networks (GANs), and social media allow creation and fast dissemination of high quality …
networks (GANs), and social media allow creation and fast dissemination of high quality …
Dfgc 2022: The second deepfake game competition
This paper presents the summary report on our DFGC 2022 competition. The DeepFake is
rapidly evolving, and realistic face-swaps are becoming more deceptive and difficult to …
rapidly evolving, and realistic face-swaps are becoming more deceptive and difficult to …
Future trends in digital face manipulation and detection
Recently, digital face manipulation and its detection have sparked large interest in industry
and academia around the world. Numerous approaches have been proposed in the …
and academia around the world. Numerous approaches have been proposed in the …
DFGC-VRA: DeepFake Game Competition on Visual Realism Assessment
B Peng, X Sun, C Wang, W Wang… - … Joint Conference on …, 2023 - ieeexplore.ieee.org
This paper presents the summary report on the DeepFake Game Competition on Visual
Realism Assessment (DFGC-VRA). Deep-learning based face-swap videos, also known as …
Realism Assessment (DFGC-VRA). Deep-learning based face-swap videos, also known as …
Counterfactual image enhancement for explanation of face swap deepfakes
Highly realistic AI generated face swap facial imagery known as deepfakes can easily
deceive human eyes and have drawn much attention. Deepfake detection models have …
deceive human eyes and have drawn much attention. Deepfake detection models have …
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild
The growing prominence of the field of audio deepfake detection is driven by its wide range
of applications, notably in protecting the public from potential fraud and other malicious …
of applications, notably in protecting the public from potential fraud and other malicious …