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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
CNN
biblio
Malware Classification Using Byte Sequence Information
Submitted by
grigby1
on Thu, 01/02/2020 - 1:45pm
CNN
deep learning
expert systems
Human behavior
malware classification
pubcrawl
resilience
Resiliency
Scalability
security
static analysis
biblio
Real-Time Facial Expression Recognition Based on CNN
Submitted by
aekwall
on Mon, 12/30/2019 - 11:13am
real-time systems
feature extraction
Resiliency
Human behavior
pubcrawl
Metrics
Neural networks
Training
CNN
convolutional neural nets
convolution
image recognition
convolution neural network
emotion recognition
face recognition
facial expression recognition
facial recognition
average weighting method
convolution neural network (CNN)
high speed capturing
human facial expression
image characteristics
image preprocessing
incorrect recognition
real-time facial expression recognition
recognition speed
training framework
Webcams
biblio
Facial Expression Recognition with Deep Learning
Submitted by
aekwall
on Mon, 12/30/2019 - 11:13am
Resiliency
Human behavior
pubcrawl
Metrics
SVM
CNN
facial recognition
facial expression
preprocess
biblio
Classifying Malware Using Convolutional Gated Neural Network
Submitted by
grigby1
on Mon, 06/10/2019 - 1:01pm
CNN
convolutional gated recurrent neural network model
convolutional neural networks
Deep Neural Network
feedforward neural nets
Gated Recurrent Unit
Human behavior
information technology society
invasive software
Logic gates
machine learning
malicious software
malware
malware classification
malware detection
Metrics
microsoft malware classification challenge
neural network
pattern classification
privacy
pubcrawl
recurrent neural nets
Recurrent neural networks
resilience
Resiliency
Task Analysis
biblio
Malware Classification with Deep Convolutional Neural Networks
Submitted by
grigby1
on Mon, 06/10/2019 - 1:01pm
challenging malware classification datasets
CNN
computer architecture
convolution
convolutional neural networks
deep convolutional neural networks
deep learning
deep learning approach
deep learning framework
feedforward neural nets
Gray-scale
grayscale images
Human behavior
image classification
invasive software
learning (artificial intelligence)
Learning systems
machine learning
machine learning approaches
Malimg malware
malware
malware binaries
malware classification
Metrics
Microsoft malware
privacy
pubcrawl
resilience
Resiliency
Support vector machines
biblio
Low-Cost Breaking of a Unique Chinese Language CAPTCHA Using Curriculum Learning and Clustering
Submitted by
aekwall
on Mon, 04/01/2019 - 9:08am
automated access
CAPTCHA
captchas
Chinese language question-and-answer Website
CNN
composability
convolution
convolutional neural network
convolutional neural networks
correct response
curriculum clustering
curriculum learning
feature map
feedforward neural nets
Human behavior
human user
image distortion
inverted character
inverted characters
inverted symbols
Kernel
learning (artificial intelligence)
low-cost breaking
machine learning methods
microsoft windows
natural language processing
OCR software
optical character recognition
pattern clustering
potential training methods
pubcrawl
security
Task Analysis
text analysis
text distortion
text-based CAPTCHAs focus
Training
transcription tasks
unique Chinese language CAPTCHA
web services
Web sites
biblio
A Text-Based CAPTCHA Cracking System with Generative Adversarial Networks
Submitted by
aekwall
on Mon, 04/01/2019 - 9:07am
security of data
Human behavior
pubcrawl
composability
Training
text analysis
CNN
convolutional neural nets
computer security
convolutional neural networks
captchas
CAPTCHA
cDCGAN
Completely Automated Public Turing Test to Tell Computers and Humans Apart
conditional deep convolutional generative adversarial networks
Fans
generative adversarial networks
multimedia computing
multimedia security mechanism
Multimedia systems
Pearson correlation coefficients
small sample problem
text-based CAPTCHA
text-based CAPTCHA cracking system
biblio
Convolutional Neural Network Based SMS Spam Detection
Submitted by
aekwall
on Mon, 02/25/2019 - 10:42am
Scalability
Classification algorithms
Support vector machines
feature extraction
learning (artificial intelligence)
Human behavior
pubcrawl
machine learning
Metrics
unsolicited e-mail
spam detection
Unsolicited electronic mail
electronic messaging
SMS spam detection
spam messages
text analysis
anti-spam filters
CNN
convolutional neural nets
convolutional neural network
convolutional neural networks
Cost-sensitive classification
Data preprocessing
Imbalanced dataset
SMS Spam
text categorization
Tiago dataset
undesired text message
biblio
CNN-Based Steganalysis of MP3 Steganography in the Entropy Code Domain
Submitted by
grigby1
on Fri, 02/22/2019 - 3:07pm
privacy
pubcrawl
Metrics
composability
steganalysis
adaptive
CNN
entropy code
mp3
qmdct coefficients
steganography detection
biblio
Android Malware Detection Using Convolutional Neural Networks and Data Section Images
Submitted by
grigby1
on Fri, 02/22/2019 - 3:04pm
security
pubcrawl
Resiliency
Scalability
Android malware
CNN
data section
grayscale image
Stochastic computing
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