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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
object detection
biblio
A PUF-Based Data-Device Hash for Tampered Image Detection and Source Camera Identification
Submitted by grigby1 on Thu, 04/08/2021 - 4:12pm
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
Facial Expression Recognition Based on Graph Neural Network
Submitted by grigby1 on Mon, 03/29/2021 - 12:01pm
feature extraction
Support vector machines
Resiliency
resilience
pubcrawl
object detection
Metrics
image recognition
image classification
Human behavior
graph theory
Graph Neural Network
graph convolutional neural network
fully automatic facial expression recognition
facial recognition
facial landmark detection
facial expression recognition classification
facial expression recognition
facial expression databases
face recognition
face landmarks detection
Face
emotions
emotion recognition
Databases
convolutional neural networks
convolutional neural nets
biblio
Smart Surveillance as an Edge Service for Real-Time Human Detection and Tracking
Submitted by grigby1 on Mon, 02/08/2021 - 1:04pm
policy makers
video surveillance
urban surveillance
urban planners
tracking tasks
Task Analysis
surveillance
smart surveillance
situational awareness
security
Scalability
Resiliency
resilience
real-time human detection
Real time Human Detection and Tracking
pubcrawl
composability
performance evaluation
object tracking
object detection
Metrics
Image edge detection
fog
feature extraction
edge-fog layers
edge service
edge detection
dynamic data-driven tasks
Decision Making
critical data-driven tasks
computer architecture
biblio
Key Generation for Zero Steganography Using DNA Sequences
Submitted by aekwall on Mon, 02/08/2021 - 12:52pm
flipping operations
image sequences
DNA cryptography
DNA sequences
steganalysis algorithms
cover image
binary code representation
Boats
DNA key generation
Steganography
Image databases
image synthesis
key generation algorithm
low cracking probability
shifting operations
steganographic approach
stego-key generation
zero steganography
privacy
Runtime
security
information security
Resiliency
Human behavior
pubcrawl
data encapsulation
Image coding
Cryptography
probability
DNA
image representation
Resists
object detection
Predictive Metrics
data hiding
Binary codes
biblio
Does visual search by neck motion improve hemispatial neglect?: An experimental study using an immersive virtual reality system
Submitted by grigby1 on Wed, 02/03/2021 - 12:09pm
privacy
VR Evaluation System
visualization
virtual reality
Unilateral Spatial Neglect
Three-dimensional displays
Space exploration
resilience
pubcrawl
immersive systems
Object recognition
object detection
Neck
Human Factors
Human behavior
Exploratory Ability
cyber physical systems
composability
biblio
On the Generality of Facial Forgery Detection
Submitted by grigby1 on Fri, 01/15/2021 - 11:14am
GANnotation
DeepFake
Deepfakes
Face2Face
Forgery
CNN architectures
detection architectures
FaceSwap
facial forgery detection
video streaming
ICface
image forgery detection
MesoNet
multiple spoofing techniques
unseen spoofing techniques
unseen techniques
X2Face
XceptionNet
Resiliency
tools
feature extraction
CNN
convolutional neural nets
pubcrawl
Human behavior
Human Factors
resilience
computer architecture
Scalability
Streaming media
Metrics
Task Analysis
face recognition
convolutional neural networks
object detection
Face
biblio
Image Feature Detectors for Deepfake Video Detection
Submitted by grigby1 on Fri, 01/15/2021 - 11:11am
feature-detector-descriptors
BRISK
comprehensive test
deep fake video detection
DeepFake Video
digital media forensics
false video detection
FAST
FAST algorithms
feature point extraction
DeepFake
feature-point detectors
HOG
image feature detectors
Information integrity
KAZE
ORB
support vector machine regression
SURF
SVM regression
Metrics
feature extraction
Support vector machines
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Classification algorithms
Training
image classification
Detectors
regression analysis
Image forensics
object detection
Videos
video signal processing
SVM classifier
biblio
OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder
Submitted by grigby1 on Fri, 01/15/2021 - 11:02am
detecting Deepfakes
Face
DeepFake
binary-classification based detection
binary-classification based methods
class-based approach
computer-generated image
data scarcity limitations
deepfakes data
deepfakes detection
deepfakes generation methods
Image reconstruction
detection performance
detects nonreal images
fake face images
image forgery method
OC-FakeDect
one-class anomaly detection problem
one-class variational autoencoder
person
sufficient fake images data
Support vector machines
Training
Anomaly Detection
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
data privacy
Scalability
privacy issues
learning (artificial intelligence)
Streaming media
Benchmark testing
resilience
Forensics
face recognition
feature extraction
image classification
pattern clustering
object detection
biblio
Effective and Fast DeepFake Detection Method Based on Haar Wavelet Transform
Submitted by grigby1 on Fri, 01/15/2021 - 11:02am
generated face
Blur inconsistency
blur inconsistency detection scheme
DeepFake detection method
DeepFake generation algorithms
DeepFake videos
distortion
exclusive blur inconsistency
face images
face region
fake face
DeepFake
Generative Adversarial Networks GANs
Haar transforms
Haar wavelet
Haar wavelet transform
high-quality fake videos
realistic manner
source video
surrounding context
Wavelet domain
Gallium nitride
Human behavior
Human Factors
Metrics
Resiliency
Scalability
neural nets
resilience
face recognition
feature extraction
pubcrawl
Image edge detection
gan
object detection
generative adversarial networks
Face
Videos
wavelet transforms
video signal processing
detection rate
biblio
Deepfake Detection with Clustering-based Embedding Regularization
Submitted by grigby1 on Fri, 01/15/2021 - 11:01am
Human behavior
video signal processing
video quality
social networking (online)
security of data
Scalability
Resiliency
resilience
Regularization
pubcrawl
pattern clustering
object detection
Metrics
learning (artificial intelligence)
Human Factors
AI-synthesized face swapping videos
feature extraction
false video
face swapping
face recognition
embedded systems
detection accuracy
deepfake video detection
deepfake detection competitions
deepfake detection
deepfake datasets
DeepFake
clustering-based embedding regularization
clustering-based
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