Deepfake attacks: Generation, detection, datasets, challenges, and research directions
A Naitali, M Ridouani, F Salahdine, N Kaabouch - Computers, 2023 - mdpi.com
Recent years have seen a substantial increase in interest in deepfakes, a fast-developing
field at the nexus of artificial intelligence and multimedia. These artificial media creations …
field at the nexus of artificial intelligence and multimedia. These artificial media creations …
A review of deep learning‐based approaches for deepfake content detection
Recent advancements in deep learning generative models have raised concerns as they
can create highly convincing counterfeit images and videos. This poses a threat to people's …
can create highly convincing counterfeit images and videos. This poses a threat to people's …
[HTML][HTML] Swin-Fake: A Consistency Learning Transformer-Based Deepfake Video Detector
LY Gong, XJ Li, PHJ Chong - Electronics, 2024 - mdpi.com
Deepfake has become an emerging technology affecting cyber-security with its illegal
applications in recent years. Most deepfake detectors utilize CNN-based models such as the …
applications in recent years. Most deepfake detectors utilize CNN-based models such as the …
A Comprehensive Comparative Analysis of Deepfake Detection Techniques in Visual, Audio, and Audio-Visual Domains
AA Bekheet, A Ghoneim… - 2024 Intelligent Methods …, 2024 - ieeexplore.ieee.org
In recent years, the rise of social media platforms has made them vital channels for sharing
news, where audio and visual content play a crucial role in enhancing the credibility of news …
news, where audio and visual content play a crucial role in enhancing the credibility of news …
DT-TransUNet: A Dual-Task Model for Deepfake Detection and Segmentation
J Zheng, Y Zhou, X Hu, Z Tang - Chinese Conference on Pattern …, 2023 - Springer
The swift advancement of deepfake technology has given rise to concerns regarding its
potential misuse, necessitating the detection of fake images and acquisition of supportive …
potential misuse, necessitating the detection of fake images and acquisition of supportive …
On the Relevance of Temporal Information in Multimedia Forensics Applications in the Age of AI
A Montibeller - 2024 - iris.unitn.it
The proliferation of multimedia data, including digital images and videos, has led to an
increase in their misuse, such as the unauthorized sharing of sensitive content, the spread of …
increase in their misuse, such as the unauthorized sharing of sensitive content, the spread of …