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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
object detection
biblio
Weapon Detection using Artificial Intelligence and Deep Learning for Security Applications
Submitted by grigby1 on Thu, 05/13/2021 - 11:58am
Training
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Conferences
composability
testing
graphics processing units
Weapons
Artificial Intelligence (AI)
artificial intelligence security
computer vision
object detection
CCTV
Communication Systems
Faster RCNN
SSD
weapon detection
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
feature extraction
Digital Forensics
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
Forensics
Cameras
digital devices
Image forensics
information forensics
object detection
image watermarking
Watermarking
copy protection
Physical Unclonable Function
digital images
integrated circuit modelling
video coding
image capture
Forgery
acquisition device identification
benign content
Bernoulli random space
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
invariant image features
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
biblio
Facial Expression Recognition Based on Graph Neural Network
Submitted by grigby1 on Mon, 03/29/2021 - 1:01pm
facial recognition
convolutional neural nets
convolutional neural networks
Databases
emotion recognition
emotions
Face
face landmarks detection
face recognition
facial expression databases
facial expression recognition
facial expression recognition classification
facial landmark detection
feature extraction
fully automatic facial expression recognition
graph convolutional neural network
Graph Neural Network
graph theory
Human behavior
image classification
image recognition
Metrics
object detection
pubcrawl
resilience
Resiliency
Support vector machines
biblio
Smart Surveillance as an Edge Service for Real-Time Human Detection and Tracking
Submitted by grigby1 on Mon, 02/08/2021 - 2:04pm
composability
computer architecture
critical data-driven tasks
Decision Making
dynamic data-driven tasks
edge detection
edge service
edge-fog layers
feature extraction
fog
Image edge detection
Metrics
object detection
object tracking
performance evaluation
policy makers
pubcrawl
Real time Human Detection and Tracking
real-time human detection
resilience
Resiliency
Scalability
security
situational awareness
smart surveillance
surveillance
Task Analysis
tracking tasks
urban planners
urban surveillance
video surveillance
biblio
Key Generation for Zero Steganography Using DNA Sequences
Submitted by aekwall on Mon, 02/08/2021 - 1:52pm
Cryptography
Runtime
security
information security
Resiliency
Human behavior
pubcrawl
data encapsulation
Image coding
privacy
probability
DNA
image representation
Resists
object detection
Predictive Metrics
data hiding
Binary codes
Steganography
image sequences
DNA cryptography
DNA sequences
steganalysis algorithms
cover image
binary code representation
Boats
DNA key generation
flipping operations
Image databases
image synthesis
key generation algorithm
low cracking probability
shifting operations
steganographic approach
stego-key generation
zero steganography
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 - 1:09pm
immersive systems
composability
cyber physical systems
Exploratory Ability
Human behavior
Human Factors
Neck
object detection
Object recognition
privacy
pubcrawl
resilience
Space exploration
Three-dimensional displays
Unilateral Spatial Neglect
virtual reality
visualization
VR Evaluation System
biblio
On the Generality of Facial Forgery Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:14pm
computer architecture
tools
feature extraction
CNN
convolutional neural nets
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Streaming media
Metrics
Task Analysis
face recognition
convolutional neural networks
object detection
Face
video streaming
DeepFake
Deepfakes
Face2Face
Forgery
CNN architectures
detection architectures
FaceSwap
facial forgery detection
GANnotation
ICface
image forgery detection
MesoNet
multiple spoofing techniques
unseen spoofing techniques
unseen techniques
X2Face
XceptionNet
biblio
Image Feature Detectors for Deepfake Video Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:11pm
Training
feature extraction
Support vector machines
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
Classification algorithms
Metrics
image classification
Detectors
regression analysis
Image forensics
object detection
Videos
video signal processing
SVM classifier
DeepFake
BRISK
comprehensive test
deep fake video detection
DeepFake Video
digital media forensics
false video detection
FAST
FAST algorithms
feature point extraction
feature-detector-descriptors
feature-point detectors
HOG
image feature detectors
Information integrity
KAZE
ORB
support vector machine regression
SURF
SVM regression
biblio
OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder
Submitted by grigby1 on Fri, 01/15/2021 - 12:02pm
learning (artificial intelligence)
Training
Anomaly Detection
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
data privacy
Scalability
privacy issues
Support vector machines
Streaming media
Benchmark testing
resilience
Forensics
face recognition
feature extraction
image classification
pattern clustering
object detection
Image reconstruction
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
detecting Deepfakes
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
biblio
Effective and Fast DeepFake Detection Method Based on Haar Wavelet Transform
Submitted by grigby1 on Fri, 01/15/2021 - 12:02pm
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Scalability
neural nets
resilience
face recognition
feature extraction
Gallium nitride
Image edge detection
gan
object detection
generative adversarial networks
Face
Videos
wavelet transforms
video signal processing
detection rate
DeepFake
Blur inconsistency
blur inconsistency detection scheme
DeepFake detection method
DeepFake generation algorithms
DeepFake videos
distortion
exclusive blur inconsistency
face images
face region
fake face
generated face
Generative Adversarial Networks GANs
Haar transforms
Haar wavelet
Haar wavelet transform
high-quality fake videos
realistic manner
source video
surrounding context
Wavelet domain
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