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wget https://huggingface.co/datasets/Deressa/cvit/blob/main/cvit2_deepfake_detection_ep_50.pth or CViT - trained on DFDC wget https://huggingface.co/datasets/Deressa/cvit/blob/main/cvit_deepfake_detection_ep_50.pth python cvit_prediction.py --p <video path> --f <number_of_frames>...
Mesonet: a compact facial video forgery detection network. In: 2018 IEEE international workshop on information forensics and security (WIFS). IEEE; 2018. p. 1–7. Yu CM, Chang CT, Ti YW. Detecting Deepfake-forged contents with separable convolutional neural network and image segmentation. ar...
2.2.2 Deepfake Video Detection Using Recurrent Neural Networks engineering.purdue.edu/ InceptionV3提特征后送入LSTM(LRCN)。 2.2.3 In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking arxiv.org/pdf/1806.0287 基于眨眼检测,deepfake生成的假视频与真视频在眨眼频率上有区别。
Deepfake Video Detection through Optical Flow based CNN Irene Amerini♦, Leonardo Galteri♦, Roberto Caldelli♦♣, Alberto Del Bimbo♦ ♦Media Integration and Communication Center (MICC), University of Florence, Florence, Italy ♣National Inter-University Consortium ...
论文网址:Fully Unsupervised Deepfake Video Detection via Enhanced Contrastive Learning | IEEE Journals & Magazine | IEEE Xplore 项目地址:bestalllen/Unsupervised_DF_Detection (github.com) 发表期刊/会议:IEEE Transactions on Pattern Analysis and Machine Intelligence(TPAMI) ...
integrity and authenticity of digital content has-been of utmost concerns. This paper aims to present a survey of the state-of-art video integrity verification techniques with special emphasis on emerging deepfake video detection approaches. Seeing the advancement in creation of more realistic deepfake...
To tackle this issue, a deepfake detection method based on video flow spectrum feature space is proposed for the first time in this paper. The video flow spectrum feature space is constructed using flow spectrum theory, which maps the spatio-temporal information in the video to the video flow ...
https://arstechnica.com/security/2024/10/startup-can-catch-identify-deepfake-video-in-realtime/ https://www.realitydefender.com/blog/real-time-video-deepfake-detection-now-on-reality-defender https://arstechnica.com/ai/2024/10/deepfake-lovers-swindle-victims-out-of-46m-in-hong-kong-ai-scam/...
The primary objective of this project is to replicate, validate the effectiveness and reliability of the DeepFake detection methodology proposed by Xia et al. (2022). in the domain of DeepFake video forensics. Environments Using CUDA11.3, PyTorch 1.13.1, python3.9 ...