Media forensics and deepfakes: an overview

L Verdoliva - IEEE journal of selected topics in signal …, 2020 - ieeexplore.ieee.org
With the rapid progress in recent years, techniques that generate and manipulate
multimedia content can now provide a very advanced level of realism. The boundary …

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 …

Image operation chain detection with machine translation framework

Y Li, J You, J Zhou, W Wang, X Liao… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The aim of operation chain detection for a given manipulated image is to reveal the
operations involved and the order in which they were applied, which is significant for image …

Videofact: detecting video forgeries using attention, scene context, and forensic traces

TD Nguyen, S Fang, MC Stamm - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Fake videos represent an important misinformation threat. While existing forensic networks
have demonstrated strong performance on image forgeries, recent results reported on the …

Video integrity verification and GOP size estimation via generalized variation of prediction footprint

D Vázquez-Padín, M Fontani, D Shullani… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
The Variation of Prediction Footprint (VPF), formerly used in video forensics for double
compression detection and GOP size estimation, is comprehensively investigated to improve …

Double compression detection in HEVC-coded video with the same coding parameters using picture partitioning information

K Uddin, Y Yang, BT Oh - Signal Processing: Image Communication, 2022 - Elsevier
Detection of double compression, particularly in the high-efficiency video coding (HEVC)
compressed domain, is one of the most operative and efficacious ways of authenticating the …

Detection of HEVC double compression with the same coding parameters based on analysis of intra coding quality degradation process

X Jiang, Q Xu, T Sun, B Li, P He - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
The emergence of the high-efficiency video coding (HEVC) standard enables people to
enjoy high definition (HD) video content; meanwhile, HD videos, tamper detection has …

Hybrid deep-learning framework for object-based forgery detection in video

S Tan, B Chen, J Zeng, B Li, J Huang - Signal Processing: Image …, 2022 - Elsevier
Detection of object-based video forgery is receiving attention in recent years. However, until
recently, dominant object-based forgery detectors are still based on hand-crafted features …

Detection of double JPEG compression with the same quantization matrix via convergence analysis

Y Niu, X Li, Y Zhao, R Ni - … on Circuits and Systems for Video …, 2021 - ieeexplore.ieee.org
Detecting double JPEG compression with the same quantization matrix is a challenging task
in image forensics. To address this problem, in this paper, a novel method is proposed by …

On the estimation of synchronous scramblers in direct sequence spread spectrum systems

D Kim, J Song, D Yoon - IEEE Access, 2020 - ieeexplore.ieee.org
In a non-cooperative context, the receiver has no information about communication
parameters; therefore, it must perform communication forensics, which is the process of …