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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Neural networks
file
Sharif_Gen_framework_adv_examples_Bauer.pdf
Submitted by
Jamie Presken
on Mon, 07/08/2019 - 10:33am
Neural networks
machine learning
face recognition
adversarial examples
Safety Critical ML
biblio
A General Framework for Adversarial Examples with Objectives
Submitted by
Jamie Presken
on Mon, 07/08/2019 - 10:33am
adversarial examples
face recognition
machine learning
Neural networks
Metrics
Resilient Architectures
CMU
Safety Critical ML
2019: July
biblio
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Submitted by
aekwall
on Mon, 06/24/2019 - 2:43pm
adversarial attacks
adversarial learning
adversarial learning-based attacks
adversarial neural malware detection models
anti-malware companies
anti-malware engine
classification algorithm
computer security
crafting adversarial samples
deep learning
deep learning classification systems
deep learning-based systems
dynamic analysis-based
Dynamic Malware Classification
Engines
Human behavior
invasive software
Jacobian matrices
learning (artificial intelligence)
malware
Malware Analysis
malware classification accuracy
malware detection
Metrics
Neural networks
pattern classification
program diagnostics
pubcrawl
Resiliency
static analysis-based malware classifiers
Training
biblio
One-Shot Learning Approach for Unknown Malware Classification
Submitted by
grigby1
on Mon, 06/10/2019 - 2:02pm
Adaptation models
API Sequence
fewshot learning
Human behavior
intelligent protection systems
invasive software
learning (artificial intelligence)
Least Recently Used Access
malware
malware API calls sequence
malware behavior
malware classification
memory augmented neural network
Metrics
natural language processing
network systems
neural nets
Neural networks
Neural Turing Machine
One-shot learning
one-shot learning approach
one-shot learning network
pattern classification
privacy
pubcrawl
resilience
Resiliency
static analysis
Task Analysis
Training
unknown malware classification
Word2Vec
biblio
AppDNA: App Behavior Profiling via Graph-Based Deep Learning
Submitted by
grigby1
on Mon, 06/10/2019 - 1:59pm
app behavior profiling
app recommendation
AppDNA
benign apps
encoding
feature extraction
function-call-graph-based app profiling
graph theory
graph-based deep learning
graph-encoding method
Human behavior
invasive software
learning (artificial intelligence)
machine learning
malicious apps
malware
Malware Analysis
malware classification
malware detection
Metrics
mobile applications behaviors
mobile computing
Neural networks
pattern classification
Plagiarism
privacy
pubcrawl
Resiliency
Task Analysis
biblio
Research of Classical Machine Learning Methods and Deep Learning Models Effectiveness in Detecting Anomalies of Industrial Control System
Submitted by
grigby1
on Mon, 06/10/2019 - 1:56pm
Anomaly Detection
anomaly detection evaluation dataset
composability
control engineering computing
Cyber Attacks
Data processing
Decision trees
deep learning
deep learning models
Feeds
ICs
ICS security
industrial control
industrial process anomaly detection task
learning (artificial intelligence)
linear algorithms
machine learning
machine learning algorithms
machine learning methods
modern industrial control systems
neural nets
Neural networks
privacy
production engineering computing
pubcrawl
resilience
Resiliency
security
security of data
signal correlations
Support vector machines
Tennessee Eastman process simulation data
Training
biblio
Design and Implementation of a Fire Detection andControl System with Enhanced Security and Safety for Automobiles Using Neuro-Fuzzy Logic
Submitted by
grigby1
on Wed, 05/01/2019 - 11:30am
security
resilience
pubcrawl
Metrics
Resiliency
sensor fusion
Fuzzy logic
microcontrollers
Neural networks
Fingerprint recognition
automobiles
road safety
Global Positioning System
security mechanisms
alcohol detection
alcoholdetection
anti-theft systems
Arduino Mega 2560
biometric ignition
biometric ignition subsystem
C++11
central control unit
Control System
data fusion
efficiency 80 percent
efficiency 95 percent
engine control
enhanced safety measures
enhanced security
fire detection
fire detection subsystem
Fires
fuzzy control
fuzzy logiccontrol
fuzzy neural nets
Global Positioning System based vehicle tracking
ignition
integrated microcontroller-based hardware
modern automobiles
multisensor-based fire detection
neuro-fuzzy logic
neuro-fuzzy system
neurocontrollers
road traffic control
software system
system submodules
traffic engineering computing
two-step ignition
vehicle architecture
vehicle tracking
vehicle tracking subsystem
biblio
Effective Botnet Detection Through Neural Networks on Convolutional Features
Submitted by
grigby1
on Fri, 04/05/2019 - 10:23am
botnet
Botnet detection
botnet detection system
botnets
Compositionality
Computer crime
computer network security
convolution
convolutional features
convolutional neural networks
cybercrimes
DDoS Attacks
feature extraction
feed-forward artificial neural network
feedforward neural nets
internet
invasive software
IP networks
learning (artificial intelligence)
machine learning
Metrics
Network traffic classification
Neural networks
P2P botnet datasets
Payloads
Peer-to-peer computing
pubcrawl
resilience
Resiliency
Servers
telecommunication traffic
Training
biblio
Securing the Internet of Things and Wireless Sensor Networks via Machine Learning: A Survey
Submitted by
aekwall
on Mon, 03/25/2019 - 9:56am
security of data
Internet of Things
security
machine learning algorithms
Support vector machines
learning (artificial intelligence)
machine learning
Resiliency
Human behavior
pubcrawl
composability
wireless sensor networks
Metrics
Neural networks
Artificial Neural Networks
IoT security
physical devices
security threats
WSN security
sensor security
biblio
Time Series Forecasting by Evolving Deep Belief Network with Negative Correlation Search
Submitted by
grigby1
on Wed, 03/06/2019 - 4:30pm
Bayes methods
Bayesian optimization
belief networks
collaboration
composability
DBN
Deep Belief Network
derivative-free optimizer-negative correlation search
forecasting
forecasting theory
grid search
Human behavior
hyperparameters optimization
learning (artificial intelligence)
learning rates
Load modeling
Mathematical model
Metrics
Negative correlation search
neural nets
neural network models
Neural networks
optimisation
optimization
policy-based governance
pubcrawl
random search
resilience
Resiliency
Scalability
search problems
time series
Time series analysis
time series datasets
time series forecasting
Training
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