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Detecting compressed deepfake videos in social networks using frame-temporality two-stream convolutional network
The development of technologies that can generate Deepfake videos is expanding rapidly.
These videos are easily synthesized without leaving obvious traces of manipulation. Though …
These videos are easily synthesized without leaving obvious traces of manipulation. Though …
[HTML][HTML] Digital video tampering detection and localization: Review, representations, challenges and algorithm
Digital videos are now low-cost, easy to capture and easy to share on social media due to
the common feature of video recording in smart phones and digital devices. However, with …
the common feature of video recording in smart phones and digital devices. However, with …
IID-Net: Image inpainting detection network via neural architecture search and attention
Deep learning (DL) has demonstrated its powerful capabilities in the field of image
inpainting, which could produce visually plausible results. Meanwhile, the malicious use of …
inpainting, which could produce visually plausible results. Meanwhile, the malicious use of …
Artifacts-disentangled adversarial learning for deepfake detection
Due to the development of facial manipulation technologies, the generated deepfake videos
cause a severe trust crisis in society. Existing methods prove that effective extraction of the …
cause a severe trust crisis in society. Existing methods prove that effective extraction of the …
A comprehensive survey on state-of-the-art video forgery detection techniques
Video plays a key role in carrying authenticity, especially in the surveillance system, medical
field, court evidence, journalism, and social media among others. However, nowadays the …
field, court evidence, journalism, and social media among others. However, nowadays the …
Coarse-to-fine copy-move forgery detection for video forensics
Video copy-move forgery detection is one of the hot topics in multimedia forensics to protect
digital videos from malicious use. Several approaches have been presented through …
digital videos from malicious use. Several approaches have been presented through …
Detecting double JPEG compressed color images with the same quantization matrix in spherical coordinates
Detection of double Joint Photographic Experts Group (JPEG) compression is an important
part of image forensics. Although methods in the past studies have been presented for …
part of image forensics. Although methods in the past studies have been presented for …
Spatiotemporal trident networks: detection and localization of object removal tampering in video passive forensics
With the development of video and image processing technology, the field of video
tampering forensics is facing enormous challenges. Specifically, as the fundamental basis of …
tampering forensics is facing enormous challenges. Specifically, as the fundamental basis of …
Video frame and region duplication forgery detection based on correlation coefficient and coefficient of variation
G Singh, K Singh - Multimedia Tools and Applications, 2019 - Springer
In this paper, we present a passive blind scheme consisting of two different algorithms to
detect frame and region duplication forgeries in videos. We have examined the video frame …
detect frame and region duplication forgeries in videos. We have examined the video frame …
Appearance matters, so does audio: Revealing the hidden face via cross-modality transfer
Recently, there has been an exponential increase in the security concerns raised by faking
face (eg, deepfake), which automatically changes the identity with a specifically learned …
face (eg, deepfake), which automatically changes the identity with a specifically learned …