M Rehaan, N Kaur, S Kingra - Smart Science, 2024 - Taylor & Francis
With the progression of deep-learning techniques, digital media recording and synthesis media generation have become exceptionally easy. Due to open access of user-friendly …
Generative deep learning techniques have invaded the public discourse recently. Despite the advantages, the applications to disinformation are concerning as the counter-measures …
J Wu, Y Zhu, X Jiang, Y Liu, J Lin - The Visual Computer, 2024 - Springer
With the development of generative models, abused Deepfakes have aroused public concerns. As a defense mechanism, face forgery detection methods have been intensively …
With the recent rise of realistic face manipulation methods, building robust face tampering detection methods has become more critical than ever before. Several research works have …
Y Lu, T Ebrahimi - EURASIP Journal on Image and Video Processing, 2024 - Springer
Detecting digital face manipulation in images and video has attracted extensive attention due to the potential risk to public trust. To counteract the malicious usage of such …
Deep fake technology has emerged as a double-edged sword in the digital world. While it holds potential for legitimate uses, it can also be exploited to manipulate video content …
With the large chunks of social media data being created daily and the parallel rise of realistic multimedia tampering methods, detecting and localising tampering in images and …
Y Xu, P Terhöst, M Pedersen… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In recent years, image and video manipulations with Deepfake have become a severe concern for security and society. Many detection models and datasets have been proposed …
M Nawaz, A Javed, A Irtaza - Applied Soft Computing, 2024 - Elsevier
Recently, the higher availability of multimedia content on social websites, together with lightweight deep learning (DL) empowered tools like Generative Adversarial Networks …