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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Image forensics
biblio
Recaptured Image Forensics Based on Generalized Central Difference Convolution Network
Submitted by grigby1 on Fri, 09/01/2023 - 3:19pm
deep learning
recaptured image detection
central difference convolution
Human Factors
Image databases
information forensics
Image forensics
Liquid crystal displays
Fuses
feature extraction
Scalability
Conferences
Resiliency
resilience
Metrics
Human behavior
pubcrawl
convolution
biblio
Image Forensics using Optimal Normalization in Challenging Environment
Submitted by grigby1 on Mon, 06/06/2022 - 12:13pm
tools
feature extraction
Support vector machines
pubcrawl
Human behavior
resilience
Scalability
Metrics
Image coding
Transform coding
digital images
Image forensics
Resiliency
Co-occurrence
image filtering
Image operations
biblio
Forensic Considerations for the High Efficiency Image File Format (HEIF)
Submitted by grigby1 on Wed, 08/11/2021 - 11:59am
pubcrawl
Human Factors
Metrics
resilience
Resiliency
composability
Apple Forensics
Digital Forensics
HEIC
HEIF
High Efficiency Image File Format
Image forensics
iOS Security
biblio
Morphological Filter Detector for Image Forensics Applications
Submitted by grigby1 on Thu, 04/08/2021 - 5:14pm
image filtering
Morphology
digital image forensics
binary image compression
binary level documents
deterministic approach
feature extractor
gray level documents
grayscale image compression
mathematical morphology
image forensic identification
image manipulations
media authentication
morphological filter detection
morphological filter detector
noise removal
nonlinear image operators
trained SVM classifier
image classification
Human behavior
Metrics
resilience
Resiliency
Scalability
Support vector machines
Kernel
feature extraction
pubcrawl
Detectors
image colour analysis
Image forensics
information forensics
Image coding
data compression
Transform coding
Gray-scale
biblio
A Deep Learning Approach in the Discrete Cosine Transform Domain to Median Filtering Forensics
Submitted by grigby1 on Thu, 04/08/2021 - 5:14pm
maxout function
frequency-domain analysis
discrete cosine transforms
median filters
adaptive filtering layer
AFL
batch normalization operations
classification layer
convolutional stream
discrete cosine transform domain
main frequency range
signal classification
median filtering
median filtering forensics
median filtering manipulation
multiscale convolutional block
multiscale feature fusion strategy
multiscale manipulation features
operational traces
resultant features
Softmax function
Resiliency
Training
feature extraction
CNN
convolution
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
learning (artificial intelligence)
Scalability
sensor fusion
deep learning
Kernel
Forensics
convolutional neural network
convolutional neural networks
Image forensics
information forensics
biblio
Forensic Similarity for Digital Images
Submitted by grigby1 on Thu, 04/08/2021 - 5:13pm
digital images
two-part deep-learning system
three-layer neural network
similarity network
multimedia forensics
manipulation parameter
image patches
forgery detection
forensic trace
forensic similarity decision
forensic similarity approach
editing operation
digital image forensics approach
database consistency verification
convolutional neural network-based feature extractor
camera model
deep learning
Forgery
information forensics
Image forensics
Cameras
Forensics
Scalability
Resiliency
resilience
Metrics
Human behavior
pubcrawl
convolutional neural nets
feature extraction
Training
learning (artificial intelligence)
biblio
Composition of Visual Feature Vector Pattern for Deep Learning in Image Forensics
Submitted by grigby1 on Thu, 04/08/2021 - 5:13pm
pubcrawl
information forensics
learning (artificial intelligence)
Least squares approximations
least-squares solution
machine learning
median filter residual
median filtering detection
median filters
Metrics
inception module
residual block
resilience
Resiliency
Scalability
suspicious image
visual feature vector pattern
visualization
visualized feature vector patterns
window size
feature vector
CNN deep learning
CNN hybrid model
CNN net layer
CNN structure
convolution
convolutional neural nets
deep learning
extraction method
feature extraction
CNN
Filtering
Forgery
forgery image
forgery images
Human behavior
image classification
Image forensics
image forensics detection scheme
biblio
A PUF-Based Data-Device Hash for Tampered Image Detection and Source Camera Identification
Submitted by grigby1 on Thu, 04/08/2021 - 5:12pm
invariant image features
Camera Identification
CASIA database
CMOS image sensor-based PUF
CMOS image sensors
digital content creation
digital image forensics
forgery content detection
geometric transformations
image acquisition timestamp
image hash
image processing operations
image tampering problems
Bernoulli random space
perceptual data-device hash
Perceptual Image Hash
PUF-based data-device hash
size 180.0 nm
source camera identification
standard content-preserving manipulations
tamper-resistant random PUF response
tampered image detection
TSMC technology
video footage
video watermarking
object detection
Digital Forensics
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
Forensics
Cameras
digital devices
Image forensics
information forensics
feature extraction
image watermarking
Watermarking
copy protection
Physical Unclonable Function
digital images
integrated circuit modelling
video coding
image capture
Forgery
acquisition device identification
benign content
biblio
Evading Deepfake-Image Detectors with White- and Black-Box Attacks
Submitted by grigby1 on Thu, 03/04/2021 - 2:35pm
security of data
neural nets
neural network
optimization
Perturbation methods
popular forensic approach
pubcrawl
resilience
Resiliency
Robustness
Metrics
significant vulnerabilities
social networking (online)
state- of-the-art classifier
synthesizer
synthetic content
synthetically-generated content
target classifier
Training
Twitter
fraudulent social media profiles
white box
security
attack case studies
AUC
black-box attack
composability
deepfake-image detectors
disinformation campaigns
Forensics
White Box Security
Generators
image area
image classification
Image forensics
image generators
image representation
image sensors
image-forensic classifiers
learning (artificial intelligence)
biblio
Detecting GAN-Generated Imagery Using Saturation Cues
Submitted by grigby1 on Fri, 01/15/2021 - 12:14pm
social networking (online)
synthetic imagery
saturation cues
online disinformation campaigns
generating network
GAN-generated imagery
camera imagery
DeepFake
generative adversarial networks
Image forensics
GANs
Cameras
social media
Training
Gallium nitride
Forensics
Metrics
Scalability
Generators
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
convolutional neural nets
Support vector machines
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