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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Support vector machines
biblio
Framework for Detecting Control Command Injection Attacks on Industrial Control Systems (ICS)
Submitted by
grigby1
on Fri, 09/18/2020 - 2:07pm
security of data
Anomaly Detection
pubcrawl
resilience
Resiliency
industrial control
Industrial Control Systems
intrusion detection system
Support vector machines
composability
Metrics
feature extraction
Zero-day attacks
control command injection attacks
IDS framework
sensory channel
Sensory Channels
signal sampling
signal sampling technique
Terms Industrial Control Systems
command injection attacks
biblio
Black-box Adversarial Machine Learning Attack on Network Traffic Classification
Submitted by
grigby1
on Fri, 09/04/2020 - 4:10pm
security
computer network security
telecommunication traffic
Data models
machine learning
pubcrawl
composability
Metrics
Resiliency
resilience
pattern classification
Training
learning (artificial intelligence)
Support vector machines
Neural networks
Perturbation methods
Adversarial Machine Learning
telecommunication computing
adversarial perturbations
adversarial threats
autonomous networks
black-box adversarial attack
black-box adversarial machine
deep machine learning models
deep machine learning techniques
deep machine learning-based classifiers
Network traffic classification
security threat
Black Box Security
biblio
Fraud Detection using Machine Learning and Deep Learning
Submitted by
aekwall
on Mon, 08/24/2020 - 1:37pm
Data models
Support vector machines
support vector machine
learning (artificial intelligence)
machine learning
Random Forest
Resiliency
pubcrawl
composability
deep learning
pattern classification
convolutional neural nets
deep learning methods
Data mining
convolutional neural networks
Artificial Neural Networks
belief networks
fraud
fraud detection
financial data processing
Europe
Forestry
Credit cards
area under the ROC curve
Australian dataset
autoencoder
benchmark multiple machine learning methods
Boltzmann machines
cost of failure
credit card
data mining techniques
Deep belief networks
EU
European dataset
German dataset
k nearest neighbor
Matthews correlation coefficient
restricted boltzmann machine
security checks
biblio
Selective Poisoning Attack on Deep Neural Network to Induce Fine-Grained Recognition Error
Submitted by
aekwall
on Mon, 08/10/2020 - 10:36am
security of data
Data models
Support vector machines
learning (artificial intelligence)
Resiliency
pubcrawl
policy-based governance
neural nets
Neural networks
Neurons
Training
machine learning
Deep Neural Network
image recognition
Pattern recognition
cyber physical systems
distortion
Training data
Speech recognition
Artificial Neural Networks
chosen class
CIFAR10
DNN security
DNN training process
fine-grained recognition error
machine learning library
malicious training data
MNIST
nuclear facilities
poisoning attack
selective poisoning attack
biblio
Performance Comparison of Support Vector Machine, K-Nearest-Neighbor, Artificial Neural Networks, and Recurrent Neural networks in Gender Recognition from Voice Signals
Submitted by
aekwall
on Mon, 08/10/2020 - 10:36am
Artificial Neural Networks
audio signal
audio signal processing
biometric data
biometrics (access control)
cyber physical systems
feature extraction
gender recognition
k-nearest neighborhood method
K-Nearest-Neighbor
mel frequency kepstrum coefficients
policy-based governance
pubcrawl
recurrent neural nets
Recurrent neural networks
Recurrent Neural Networks (RNN)
Resiliency
support vector machine
Support vector machines
Voice Signal
voice signals
biblio
Android-Based Smartphone Authentication System Using Biometric Techniques: A Review
Submitted by
aekwall
on Mon, 08/10/2020 - 10:33am
Scalability
authorisation
Cryptography
mobile computing
Support vector machines
feature extraction
Resiliency
Human behavior
pubcrawl
smart phones
authentication
biometrics (access control)
Information Assurance
Android (operating system)
Androids
Humanoid robots
Face
biometric techniques
biometric
Metrics
algorithmic framework
android operation system
Android OS accounts
Android-based biometric verification systems
Android-based smartphone authentication system
Biometric Recognition
encryption technology
identity authentication systems
mobile internet
performance index
smartphone information leakage
android encryption
biblio
Voltage Based Authentication for Controller Area Networks with Reinforcement Learning
Submitted by
aekwall
on Mon, 07/20/2020 - 10:44am
computer network security
authorisation
Internet of Things
computer architecture
Support vector machines
cyber-physical systems
learning (artificial intelligence)
Resiliency
pubcrawl
Neural networks
Reinforcement learning
machine learning
testing
Computers
controller area network security
controller area networks
electronic control units
authentication mode
CAN bus
ECU signals
linear regression
physical authentication scheme
spoofing attacks
spoofing model
biblio
Intrusion Detection For Controller Area Network Using Support Vector Machines
Submitted by
aekwall
on Mon, 07/20/2020 - 10:43am
automobile communications
automobiles
CAN protocol
communication standard
computer network security
controller area network
controller area network security
controller area networks
cyber-physical systems
delays
ECU
feature extraction
feature vector selection
Internet of Things
Intrusion Detection
light-weight nature
machine learning
parameter selection
process secure communication
Protocols
pubcrawl
Resiliency
security countermeasures
support vector machine
support vector machine based intrusion detection system
Support vector machines
biblio
A Protocol Independent Approach in Network Covert Channel Detection
Submitted by
grigby1
on Thu, 07/16/2020 - 12:18pm
composability
Compositionality
covert channel communication
covert channels
Decision Tree
DNS
DNS protocols
feature extraction
generic detection model
IP networks
IP protocols
IPv4
k-nearest neighbors
Kernel
logistic regression
Logistics
machine learning
network covert channel
network storage covert channel detection
network traffic dataset
protocol independent approach
protocol-independent approach
Protocols
pubcrawl
resilience
Resiliency
Scalability
stealth tunnels
supervised learning
supervised machine learning technique
support vector machine (SVM)
Support vector machines
TCP
TCP protocols
telecommunication computing
telecommunication traffic
wireless channels
biblio
Predicting and Preventing Malware in Machine Learning Model
Submitted by
grigby1
on Thu, 07/09/2020 - 1:57pm
AdaBoost
Algorithm robustness enhancement
Causative attack
Classification algorithms
Compositionality
data deletion
Data models
data privacy
Data Sanitization
Decision Tree
Decision trees
exploratory attack
Human behavior
Human Factors
invasive software
K-nearest-neighbors classifier
KNN classifier
machine learning
machine learning algorithms
machine learning model
malware prediction
malware prevention
pattern classification
Predictive models
privacy
privacy preserving technique
pubcrawl
Random Forest
random forests
resilience
Resiliency
Scalability
security
support vector machine
Support vector machines
Training
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