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Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward
Easy access to audio-visual content on social media, combined with the availability of
modern tools such as Tensorflow or Keras, and open-source trained models, along with …
modern tools such as Tensorflow or Keras, and open-source trained models, along with …
Research trends, challenges, and emerging topics in digital forensics: A review of reviews
Due to its critical role in cybersecurity, digital forensics has received significant attention from
researchers and practitioners alike. The ever increasing sophistication of modern …
researchers and practitioners alike. The ever increasing sophistication of modern …
[HTML][HTML] Comprehensive survey on image steganalysis using deep learning
Steganalysis, a field devoted to detecting concealed information in various forms of digital
media, including text, images, audio, and video files, has evolved significantly over time …
media, including text, images, audio, and video files, has evolved significantly over time …
[HTML][HTML] Digital face manipulation creation and detection: A systematic review
M Dang, TN Nguyen - Electronics, 2023 - mdpi.com
The introduction of publicly available large-scale datasets and advances in generative
adversarial networks (GANs) have revolutionized the generation of hyper-realistic facial …
adversarial networks (GANs) have revolutionized the generation of hyper-realistic facial …
Enhancing digital image forgery detection using transfer learning
AH Khalil, AZ Ghalwash, HAG Elsayed… - IEEE …, 2023 - ieeexplore.ieee.org
Nowadays, digital images are a main source of shared information in social media.
Meanwhile, malicious software can forge such images for fake information. So, it's crucial to …
Meanwhile, malicious software can forge such images for fake information. So, it's crucial to …
[HTML][HTML] FuzConvSteganalysis: Steganalysis via fuzzy logic and convolutional neural network
Emerging technologies based on the advancements in Deep Learning (DL) induced several
alternative approaches to address intricate problems, such as analyzing images in the …
alternative approaches to address intricate problems, such as analyzing images in the …
A review of image features extraction techniques and their applications in image forensic
D Kumar, RC Pandey, AK Mishra - Multimedia Tools and Applications, 2024 - Springer
In these modern days, digital images become prominent information on the Internet and
Social Media. The images can have a number of features with many secrets. To get these …
Social Media. The images can have a number of features with many secrets. To get these …
Passive image forgery detection techniques: A review, challenges, and future directions
The rapid advancement of science and technology has led to the potential for easy
manipulation of multimedia content through the use of diverse editing tools. This poses a …
manipulation of multimedia content through the use of diverse editing tools. This poses a …
Benford's law applied to digital forensic analysis
P Fernandes, M Antunes - Forensic Science International: Digital …, 2023 - Elsevier
Tampered digital multimedia content has been increasingly used in a wide set of
cyberattacks, challenging criminal investigations and law enforcement authorities. The …
cyberattacks, challenging criminal investigations and law enforcement authorities. The …
Review of image forensic techniques based on deep learning
C Shi, L Chen, C Wang, X Zhou, Z Qin - Mathematics, 2023 - mdpi.com
Digital images have become an important carrier for people to access information in the
information age. However, with the development of this technology, digital images have …
information age. However, with the development of this technology, digital images have …