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 …
DeepFake on face and expression swap: A review
Remarkable advances have been made in deep learning, leading to the emergence of
highly realistic AI-generated videos known as deepfakes. Deepfakes use generative models …
highly realistic AI-generated videos known as deepfakes. Deepfakes use generative models …
Spatiotemporal inconsistency learning for deepfake video detection
The rapid development of facial manipulation techniques has aroused public concerns in
recent years. Following the success of deep learning, existing methods always formulate …
recent years. Following the success of deep learning, existing methods always formulate …
Deeprhythm: Exposing deepfakes with attentional visual heartbeat rhythms
As the GAN-based face image and video generation techniques, widely known as
DeepFakes, have become more and more matured and realistic, there comes a pressing …
DeepFakes, have become more and more matured and realistic, there comes a pressing …
Deepfake generation and detection, a survey
T Zhang - Multimedia Tools and Applications, 2022 - Springer
Deepfake refers to realistic, but fake images, sounds, and videos generated by articial
intelligence methods. Recent advances in deepfake generation make deepfake more …
intelligence methods. Recent advances in deepfake generation make deepfake more …
Countering malicious deepfakes: Survey, battleground, and horizon
The creation or manipulation of facial appearance through deep generative approaches,
known as DeepFake, have achieved significant progress and promoted a wide range of …
known as DeepFake, have achieved significant progress and promoted a wide range of …
Deepsonar: Towards effective and robust detection of ai-synthesized fake voices
With the recent advances in voice synthesis, AI-synthesized fake voices are
indistinguishable to human ears and widely are applied to produce realistic and natural …
indistinguishable to human ears and widely are applied to produce realistic and natural …
Proactive deepfake defence via identity watermarking
The explosive progress of Deepfake techniques poses unprecedented privacy and security
risks toward our society by creating real-looking but fake visual content. However, the …
risks toward our society by creating real-looking but fake visual content. However, the …
Anti-forgery: Towards a stealthy and robust deepfake disruption attack via adversarial perceptual-aware perturbations
DeepFake is becoming a real risk to society and brings potential threats to both individual
privacy and political security due to the DeepFaked multimedia are realistic and convincing …
privacy and political security due to the DeepFaked multimedia are realistic and convincing …
Fakelocator: Robust localization of gan-based face manipulations
Full face synthesis and partial face manipulation by virtue of the generative adversarial
networks (GANs) and its variants have raised wide public concerns. In the multi-media …
networks (GANs) and its variants have raised wide public concerns. In the multi-media …