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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
binary classification
biblio
imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks
Submitted by aekwall on Mon, 03/29/2021 - 11:57am
Predictive Metrics
Generative Adversarial Learning
Privacy-preserving Learning
learning latent representations
learned representations
information maximizing differentially private generative adversarial network
imdpGAN
end to end framework
personally identifiable information
binary classification
face recognition
privacy protection
private data
Scalability
differential privacy
deep learning
generative adversarial networks
Generators
Training
Data protection
pattern classification
neural nets
privacy
pubcrawl
Resiliency
learning (artificial intelligence)
biblio
Efficient Network Intrusion Detection Using PCA-Based Dimensionality Reduction of Features
Submitted by grigby1 on Tue, 12/01/2020 - 1:47pm
network traffic
learning (artificial intelligence)
low-dimensional features
machine learning
Measurement
minority class instances
multiclass classification show
multiclass combined performance metric
network intrusion detection system
IP networks
PCA
PCA-based dimensionality reduction
principal component analysis
pubcrawl
resilience
Resiliency
security of data
Support vector machines
feature dimensionality reduction approach
Bayesian network
belief networks
binary classification
CICIDS2017 network intrusion dataset
class distribution parameters
composability
detection rate
dimensionality reduction
Bayes methods
feature extraction
high-dimensional features
IDS
imbalanced class distributions
imbalanced data
imbalanced distribution
intrusion detection system
biblio
Word Embedding Method of SMS Messages for Spam Message Filtering
Submitted by aekwall on Mon, 05/18/2020 - 10:55am
SMS Filtering
machine learning method
classification methods
binary classification
CBOW
deep learning method
feedforward neural network
Feedforward neural networks
popular machine learning method
deep learning
SMS messages
spam message filtering
SVM light
word embedding
word embedding method
word embedding technique
Word Vector
security of data
feedforward neural nets
natural language processing
information filtering
Filtering
electronic messaging
SVM
unsolicited e-mail
pattern classification
pubcrawl
Human behavior
Resiliency
learning (artificial intelligence)
feature extraction
Support vector machines
Scalability
biblio
Deep Learning-Based Intrusion Detection for IoT Networks
Submitted by grigby1 on Fri, 05/15/2020 - 11:36am
pubcrawl
IoT devices
IoT network
learning (artificial intelligence)
multiclass classification
Network reconnaissance
packet level
pattern classification
Power Grid
IoT dataset
reconnaissance attacks
resilience
Resiliency
Scalability
security controls
telecommunication traffic
Traffic flow
feed-forward neural networks model
communication infrastructure
computer network security
computing infrastructure
deep learning-based intrusion detection
defence networks
Denial of Service attacks
distributed denial of service
Feed Forward Neural Networks
binary classification
feedforward neural nets
field information
healthcare automation
information theft attacks
Internet of Thing
Internet of Things
Intrusion Detection
biblio
A deep learning-based RNNs model for automatic security audit of short messages
Submitted by grigby1 on Mon, 11/20/2017 - 12:20pm
short message security audit
pubcrawl
recurrent neural nets
recurrent neural networks (RNNs)
Resiliency
security
Semantics
sentence feature vector
sentiment analysis
sentiment classification
prisons
short messages automatic security audit
Support vector machines
text categorization
text classification
Training
Vectors
word order information
Word2Vec
Governance
Artificial Neural Networks
bag of words
binary classification
collaboration
deep learning
deep learning-based recurrent neural networks
deep learning-based RNN model
electronic messaging
feature extraction
artificial neural network
Government
learning (artificial intelligence)
Logic gates
message authentication
pattern classification
police data processing
Policy
policy-based governance
