Machine learning in digital forensics: a systematic literature review
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 …
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
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 …
realistic multimedia tampering methods, detecting and localising tampering in images and …
Efficient video integrity analysis through container characterization
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 …
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
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 …
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
Social media and messaging apps have become major communication platforms.
Multimedia contents promote improved user engagement and have thus become a very …
Multimedia contents promote improved user engagement and have thus become a very …
[PDF][PDF] Review on effectiveness of deep learning approach in digital forensics.
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 …
deals with collecting, processing and interpreting digital evidence for cybercrime analysis …
Deep learning for multimedia forensics
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 …
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 …
rapid development of video processing technology has made video surveillance information …
Focal: A forgery localization framework based on video coding self-consistency
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 …
the availability of powerful and user-friendly editing software. Integrity verification and …
A survey on video-based fake news detection techniques
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 …
text, images and videos also. There are several techniques exist for fake news detection …