Lip sync matters: A novel multimodal forgery detector
Deepfake technology has advanced a lot, but it is a double-sided sword for the community.
One can use it for beneficial purposes, such as restoring vintage content in old movies, or for …
One can use it for beneficial purposes, such as restoring vintage content in old movies, or for …
AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection
With the rapid growth in deepfake video content we require improved and generalizable
methods to detect them. Most existing detection methods either use uni-modal cues or rely …
methods to detect them. Most existing detection methods either use uni-modal cues or rely …
Vigo: Audiovisual Fake Detection and Segment Localization
D Pérez-Vieites, JJ Moreira-Pérez… - Proceedings of the …, 2024 - dl.acm.org
Recent years have seen a revolution in the creation of synthetic multimedia content.
Algorithms with the ability to generate truly convincing images, videos, text and audio …
Algorithms with the ability to generate truly convincing images, videos, text and audio …
AV-Lip-Sync+: Leveraging AV-HuBERT to exploit multimodal inconsistency for video deepfake detection
Multimodal manipulations (also known as audio-visual deepfakes) make it difficult for
unimodal deepfake detectors to detect forgeries in multimedia content. To avoid the spread …
unimodal deepfake detectors to detect forgeries in multimedia content. To avoid the spread …
Unmasking Deepfakes: Advances in Fake Video Detection
A Odeh - Revue d'Intelligence Artificielle, 2024 - search.proquest.com
Deepfakes, hyper-realistic synthetic media created using artificial intelligence, pose a
growing threat to trust in information and online interactions, serious challenge to the …
growing threat to trust in information and online interactions, serious challenge to the …
Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes
In recent years, DeepFake technology has achieved unprecedented success in high-quality
video synthesis, whereas these methods also pose potential and severe security threats to …
video synthesis, whereas these methods also pose potential and severe security threats to …
A Multimodal Framework for Deepfake Detection
K Gandhi, P Kulkarni, T Shah, P Chaudhari… - arXiv preprint arXiv …, 2024 - arxiv.org
The rapid advancement of deepfake technology poses a significant threat to digital media
integrity. Deepfakes, synthetic media created using AI, can convincingly alter videos and …
integrity. Deepfakes, synthetic media created using AI, can convincingly alter videos and …