Lip sync matters: A novel multimodal forgery detector

SA Shahzad, A Hashmi, S Khan… - 2022 Asia-Pacific …, 2022 - ieeexplore.ieee.org
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 …

AVFF: Audio-Visual Feature Fusion for Video Deepfake Detection

T Oorloff, S Koppisetti, N Bonettini… - Proceedings of the …, 2024 - openaccess.thecvf.com
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 …

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 …

AV-Lip-Sync+: Leveraging AV-HuBERT to exploit multimodal inconsistency for video deepfake detection

SA Shahzad, A Hashmi, YT Peng, Y Tsao… - arXiv preprint arXiv …, 2023 - arxiv.org
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 …

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 …

Lips Are Lying: Spotting the Temporal Inconsistency between Audio and Visual in Lip-Syncing DeepFakes

W Liu, T She, J Liu, R Wang, D Yao, Z Liang - arXiv preprint arXiv …, 2024 - arxiv.org
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 …

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 …