Deepfakes generation and detection: State-of-the-art, open challenges, countermeasures, and way forward

M Masood, M Nawaz, KM Malik, A Javed, A Irtaza… - Applied …, 2023 - Springer
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 …

Research trends, challenges, and emerging topics in digital forensics: A review of reviews

F Casino, TK Dasaklis, GP Spathoulas… - Ieee …, 2022 - ieeexplore.ieee.org
Due to its critical role in cybersecurity, digital forensics has received significant attention from
researchers and practitioners alike. The ever increasing sophistication of modern …

[HTML][HTML] Comprehensive survey on image steganalysis using deep learning

NJ De La Croix, T Ahmad, F Han - Array, 2024 - Elsevier
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 …

[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 …

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 …

[HTML][HTML] FuzConvSteganalysis: Steganalysis via fuzzy logic and convolutional neural network

NJ De La Croix, T Ahmad - SoftwareX, 2024 - Elsevier
Emerging technologies based on the advancements in Deep Learning (DL) induced several
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 …

Passive image forgery detection techniques: A review, challenges, and future directions

N Kaur, N **dal, K Singh - Wireless Personal Communications, 2024 - Springer
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 …

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 …

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 …