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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
CNN
biblio
Learning to Identify Security-Related Issues Using Convolutional Neural Networks
Submitted by
aekwall
on Mon, 02/10/2020 - 12:10pm
security of data
security
Kernel
computer architecture
learning (artificial intelligence)
pubcrawl
composability
deep learning
Databases
convolutional neural nets
convolutional neural network
Companies
ontologies (artificial intelligence)
Data mining
public domain software
software security
Scalability
software quality
Human Factors
security issues
Semantics
user interfaces
agile development practices
aid development teams
CNN
high dimensional word embeddings
issue descriptions
Man-machine systems
natural language descriptions
open source issues
robust security assurance
SDL
security-focused automation
security-related content
security-related requirements
software products
two-phase neural net architecture
vulnerability descriptions
software assurance
biblio
A CNN-Based Approach to the Detection of SQL Injection Attacks
Submitted by
grigby1
on Mon, 02/10/2020 - 11:25am
CNN
collaboration
Human behavior
Metrics
ModSecurity
policy-based governance
privacy
pubcrawl
resilience
Resiliency
SQL detection
SQL injection
biblio
Spam Review Detection Using Deep Learning
Submitted by
grigby1
on Mon, 02/10/2020 - 11:18am
CNN
deep learning
Human behavior
Human Factors
LSTM
Metrics
MLP
pubcrawl
RNN
Scalability
spam
spam detection
Spam review detection
spam reviews
biblio
User Behavior Profiling Using Ensemble Approach for Insider Threat Detection
Submitted by
grigby1
on Tue, 01/21/2020 - 11:24am
Anomaly Detection
behavioural sciences computing
CNN
collaboration
convolution
convolution neural network
convolution neural networks
convolutional neural nets
cyber security
ensemble hybrid machine learning
feature extraction
Human behavior
human behavior impact
insider threat
Insider Threat Detection
learning (artificial intelligence)
machine learning
malicious activities
Metrics
Monitoring
MSLSTM
multistate long short term memory
multistate LSTM
network walls
Neural networks
Organizations
policy-based governance
pubcrawl
resilience
Resiliency
security of data
Servers
spatial-temporal behavior features
time series
Time Series Anomaly Detection
user behavior action sequence
user behavior profiling
file
Robustifying Machine Learning for Cyber-Physical Systems
Submitted by
Soumik Sarkar
on Thu, 01/16/2020 - 3:28pm. Contributor:
Soumik Sarkar
Robust machine learning
adversarial attacks
defense
CNN
Deep RL
CPS PI Meeting 2020
2020
Poster
NSF
U.S. Government
Posters
1845969
biblio
Malware Classification Using Byte Sequence Information
Submitted by
grigby1
on Thu, 01/02/2020 - 2:45pm
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 - 12:13pm
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 - 12:13pm
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 - 2:01pm
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 - 2:01pm
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
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