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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
deep learning
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
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
Media Forensics and DeepFakes: An Overview
Submitted by grigby1 on Thu, 04/08/2021 - 5:11pm
deep learning
learning (artificial intelligence)
Digital Forensics
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
fraud
security threats
neural nets
Forensics
software packages
public opinion
information forensics
generative adversarial networks
Videos
Media
multimedia computing
Deepfakes
Information integrity
data-driven forensic methods
deep learning tools
digital image forensics
elections
fake media
false multimedia content
forensic tools
Media Forensics
real media
realistic fake images
synthetic media
Video Forensics
visual media integrity verification
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
Machine Learning Methods for Anomaly Detection in Industrial Control Systems
Submitted by grigby1 on Tue, 03/30/2021 - 11:53am
Anomaly Detection
Artificial Neural Networks
boosting
CPS
cyber-physical system security
deep learning
ICs
ICS Anomaly Detection
industrial control
industrial control system security
Integrated circuit modeling
machine learning
Neural networks
pubcrawl
random forests
resilience
Resiliency
Scalability
testing
biblio
Assessment of the Applicability of Autoencoders in the Problem of Detecting Anomalies in the Work of Industrial Control Systems.
Submitted by grigby1 on Tue, 03/30/2021 - 11:53am
anomalies detection
auto-encoders
autoencoders
classification problems
complex problems
control engineering computing
convolutional neural nets
convolutional neural networks
Decoding
deep learning
ICS Anomaly Detection
industrial control
industrial control system
industrial control systems (ICS)
industrial facilities
Industries
information security
integrated circuits
learning (artificial intelligence)
machine learning
Neurons
process control
process control systems
pubcrawl
resilience
Resiliency
Scalability
Task Analysis
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
biblio
Emotion Recognition Based on Facial Expressions Using Convolutional Neural Network (CNN)
Submitted by grigby1 on Mon, 03/29/2021 - 1:05pm
CNN
convolutional neural nets
convolutional neural network
Data preprocessing
deep learning
deep learning (artificial intelligence)
emotion detection
emotion recognition
emotion recognition datasets
face recognition
faces
facial emotion recognition
facial expression recognition
facial recognition
feature extraction
FER
Human behavior
human faces
iCV MEFED
image recognition
lighting
Metrics
multiemotion facial expression dataset
psychology
pubcrawl
resilience
Resiliency
Training data
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