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 …

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 …

As a face manipulation technique, the misuse of Deepfakes poses potential threats to the
state, society, and individuals. Several countermeasures have been proposed to reduce the …

Fake face detection is in dilemma with the rapid development of face manipulation
technology. One way to improve the effectiveness of detector is to make full use of intra and …

In recent years, audio and video deepfake technology has advanced relentlessly, severely
impacting people's reputation and reliability. Several factors have facilitated the growing …

Generative deep learning techniques have invaded the public discourse recently. Despite
the advantages, the applications to disinformation are concerning as the counter-measures …

In recent years, the multimedia forensic community has put a great effort in develo**
solutions to assess the integrity and authenticity of multimedia objects, focusing especially …

In this paper, we review recent work in media forensics for digital images, video, audio
(specifically speech), and documents. For each data modality, we discuss synthesis and …

In the last few years, with the advancement of deep learning methods, especially Generative
Adversarial Networks (GANs) and Variational Auto-encoders (VAEs), fabricated content has …

The widespread use of deep learning techniques for creating realistic synthetic media,
commonly known as deepfakes, poses a significant threat to individuals, organizations, and …