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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
feature extraction
biblio
Deep Learning-Based Image Analysis Framework for Hardware Assurance of Digital Integrated Circuits
Submitted by grigby1 on Fri, 04/09/2021 - 11:22am
learning (artificial intelligence)
feature extraction
machine learning
pubcrawl
Human behavior
Metrics
policy-based governance
collaboration
resilience
Resiliency
Hardware
Analytical models
Integrated circuit modeling
Scalability
integrated circuits
deep learning
composability
Task Analysis
electronic engineering computing
Artificial Intelligence (AI)
Image analysis
Hardware Assurance
digital IC
digital ICs
digital integrated circuits
DL-based methods
essential analysis steps
hardware information
hardware information examination and verification
Scanning Electron Microscope images
SEM images
semiautomated training data preparation methods
Information Assurance
biblio
Morphological Filter Detector for Image Forensics Applications
Submitted by grigby1 on Thu, 04/08/2021 - 5:14pm
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
Support vector machines
Kernel
feature extraction
image classification
Detectors
image colour analysis
Image forensics
information forensics
Image coding
data compression
Transform coding
Gray-scale
mathematical morphology
Morphology
digital image forensics
binary image compression
binary level documents
deterministic approach
feature extractor
gray level documents
grayscale image compression
image filtering
image forensic identification
image manipulations
media authentication
morphological filter detection
morphological filter detector
noise removal
nonlinear image operators
trained SVM classifier
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
learning (artificial intelligence)
Training
feature extraction
CNN
convolution
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
sensor fusion
deep learning
Kernel
Forensics
convolutional neural network
convolutional neural networks
Image forensics
information forensics
signal classification
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
maxout function
median filtering
median filtering forensics
median filtering manipulation
multiscale convolutional block
multiscale feature fusion strategy
multiscale manipulation features
operational traces
resultant features
Softmax function
biblio
Forensic Similarity for Digital Images
Submitted by grigby1 on Thu, 04/08/2021 - 5:13pm
deep learning
learning (artificial intelligence)
Training
feature extraction
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
Forensics
Cameras
Image forensics
information forensics
Forgery
digital images
camera model
convolutional neural network-based feature extractor
database consistency verification
digital image forensics approach
editing operation
forensic similarity approach
forensic similarity decision
forensic trace
forgery detection
image patches
manipulation parameter
multimedia forensics
similarity network
three-layer neural network
two-part deep-learning system
biblio
Composition of Visual Feature Vector Pattern for Deep Learning in Image Forensics
Submitted by grigby1 on Thu, 04/08/2021 - 5:13pm
learning (artificial intelligence)
feature extraction
machine learning
CNN
convolution
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Filtering
Scalability
deep learning
image classification
visualization
Image forensics
information forensics
Least squares approximations
Forgery
CNN deep learning
CNN hybrid model
CNN net layer
CNN structure
extraction method
feature vector
forgery image
forgery images
image forensics detection scheme
inception module
least-squares solution
median filter residual
median filtering detection
median filters
residual block
suspicious image
visual feature vector pattern
visualized feature vector patterns
window size
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
Real-Time Encrypted Traffic Classification via Lightweight Neural Networks
Submitted by aekwall on Thu, 04/08/2021 - 4:36pm
Task Analysis
real-time systems
feature extraction
Resiliency
pubcrawl
Cryptography
Training
deep learning
Compositionality
Hidden Markov models
Information Reuse and Security
1D Convolutional Network
Encrypted traffic classification
Multi-head Attention Mechanism
biblio
Hybrid Attack Detection Framework for Industrial Control Systems using 1D-Convolutional Neural Network and Isolation Forest
Submitted by grigby1 on Tue, 03/30/2021 - 11:53am
1D-CNN model
actuators
Anomaly Detection
Auto-Encoder (AE)
control engineering computing
convolutional neural network (CNN)
Convolutional Neural Network models
Data models
feature extraction
feature extraction model
Forestry
ICs
ICS Anomaly Detection
industrial control
industrial control system
Industrial Control System (ICS)
industrial plants
Isolation Forest (IF)
isolation forest-based detection model
learning (artificial intelligence)
neural nets
process control
production engineering computing
pubcrawl
resilience
Resiliency
Scalability
secure water treatment
sensors
SWaT testbed
biblio
Cross-domain Anomaly Detection for Power Industrial Control System
Submitted by grigby1 on Tue, 03/30/2021 - 11:52am
Anomaly Detection
feature extraction
ICS Anomaly Detection
industrial control
integrated circuits
Neural networks
Power ICS
Protocols
pubcrawl
resilience
Resiliency
Scalability
TrAdaBoost
Training data
transfer learning
biblio
Anomaly Detection with Autoencoder and Random Forest
Submitted by grigby1 on Tue, 03/30/2021 - 11:51am
Anomaly Detection
autoencoder
Computational modeling
Credit cards
deep learning
feature extraction
ICS Anomaly Detection
pubcrawl
Radio frequency
Random Forest
random forests
resilience
Resiliency
Scalability
tuning
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