Machine learning in digital forensics: a systematic literature review

T Nayerifard, H Amintoosi, AG Bafghi… - arxiv preprint arxiv …, 2023 - arxiv.org
Development and exploitation of technology have led to the further expansion and
complexity of digital crimes. On the other hand, the growing volume of data and …

Datasets, clues and state-of-the-arts for multimedia forensics: An extensive review

A Yadav, DK Vishwakarma - Expert Systems with Applications, 2024 - Elsevier
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 …

Efficient video integrity analysis through container characterization

P Yang, D Baracchi, M Iuliani, D Shullani… - IEEE Journal of …, 2020 - ieeexplore.ieee.org
Most video forensic techniques look for traces within the data stream that are, however,
mostly ineffective when dealing with strongly compressed or low resolution videos. Recent …

Effective and efficient pixel-level detection for diverse video copy-move forgery types

JL Zhong, YF Gan, CM Vong, JX Yang, JH Zhao… - Pattern Recognition, 2022 - Elsevier
Video copy-move forgery detection (VCMFD) is a significant and greatly challenging task
due to a variety of difficulties, including a huge amount of video information, diverse forgery …

Learning double-compression video fingerprints left from social-media platforms

I Amerini, A Anagnostopoulos… - ICASSP 2021-2021 …, 2021 - ieeexplore.ieee.org
Social media and messaging apps have become major communication platforms.
Multimedia contents promote improved user engagement and have thus become a very …

[PDF][PDF] Review on effectiveness of deep learning approach in digital forensics.

S Ekhande, U Patil, KV Kulhalli - International Journal of Electrical & …, 2022 - academia.edu
Cyber forensics is use of scientific methods for definite description of cybercrime activities. It
deals with collecting, processing and interpreting digital evidence for cybercrime analysis …

Deep learning for multimedia forensics

I Amerini, A Anagnostopoulos… - … and Trends® in …, 2021 - nowpublishers.com
In the last two decades, we have witnessed an immense increase in the use of multimedia
content on the internet, for multiple applications ranging from the most innocuous to very …

Video Surveillance Object Forgery Detection using PDCL Network with Residual‐based Steganalysis Feature

YF Gan, JX Yang, JL Zhong - International Journal of Intelligent …, 2023 - Wiley Online Library
Video surveillance has various applications in various fields and industries. However, the
rapid development of video processing technology has made video surveillance information …

Focal: A forgery localization framework based on video coding self-consistency

S Verde, ED Cannas, P Bestagini… - IEEE Open Journal …, 2021 - ieeexplore.ieee.org
Forgery operations on video contents are nowadays within the reach of anyone, thanks to
the availability of powerful and user-friendly editing software. Integrity verification and …

A survey on video-based fake news detection techniques

R Agrawal, DK Sharma - 2021 8th International Conference on …, 2021 - ieeexplore.ieee.org
In today's world, fake news identification is a critical problem. Fake news may exist in form of
text, images and videos also. There are several techniques exist for fake news detection …