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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 …
multimedia content can now provide a very advanced level of realism. The boundary …
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 …
Image operation chain detection with machine translation framework
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 …
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
Fake videos represent an important misinformation threat. While existing forensic networks
have demonstrated strong performance on image forgeries, recent results reported on the …
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
The Variation of Prediction Footprint (VPF), formerly used in video forensics for double
compression detection and GOP size estimation, is comprehensively investigated to improve …
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
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 …
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
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 …
enjoy high definition (HD) video content; meanwhile, HD videos, tamper detection has …
Hybrid deep-learning framework for object-based forgery detection in video
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 …
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
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 …
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 …
parameters; therefore, it must perform communication forensics, which is the process of …