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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Training data
biblio
A Malware Detection Approach Using Malware Images and Autoencoders
Submitted by aekwall on Tue, 09/21/2021 - 11:08am
Task Analysis
pubcrawl
Resiliency
Human behavior
privacy
Training data
malware
malware detection
Sensor Systems
Malware Analysis
autoencoders
Labeling
malware images
supervised learning
Unsupervised Learning
Predictive Metrics
biblio
Study on Possibility of Estimating Smartphone Inputs from Tap Sounds
Submitted by grigby1 on Tue, 08/17/2021 - 4:18pm
Human behavior
Keyboards
keystroke analysis
Libraries
Mel frequency cepstral coefficient
Metrics
microphones
Pins
pubcrawl
side-channel attacks
Training data
biblio
Missing Load Situation Reconstruction Based on Generative Adversarial Networks
Submitted by grigby1 on Wed, 06/30/2021 - 3:28pm
Metrics
Training data
Training
security
Resiliency
resilience
pubcrawl
online correction
missing data reconstru ction
composability
load situation
Load modeling
Generators
generative adversarial networks
Gallium nitride
forward error correction
Data models
biblio
Detection of False Data Injection Attacks Using the Autoencoder Approach
Submitted by grigby1 on Wed, 06/30/2021 - 3:21pm
Noise measurement
unbalanced training data
Transmission line measurements
Training data
Training
Resiliency
resilience
pubcrawl
power systems
Power measurement
Anomaly Detection
machine learning
Human Factors
Human behavior
false data injection attack
False Data Detection
Detectors
cyber physical systems
composability
autoencoder
biblio
Poisoning Attack on Show and Tell Model and Defense Using Autoencoder in Electric Factory
Submitted by aekwall on Thu, 06/24/2021 - 11:49am
Training data
AI Poisoning
Toxicology
show and tell model
poisoning attack
defense
autoencoder
AI
Dogs
Scalability
image recognition
image restoration
Neural networks
pubcrawl
Human behavior
Resiliency
Data models
biblio
Online Event Detection in Synchrophasor Data with Graph Signal Processing
Submitted by grigby1 on Wed, 06/02/2021 - 12:30pm
pubcrawl
Human behavior
resilience
Resiliency
Conferences
Scalability
Computers
Smart Grids
Training data
Laplace equations
graph signal processing
Phasor measurement units
Control Theory
event detection
graph Fourier transform
Phasor Measurement Unit
biblio
Vulnerability Assessment for Machine Learning Based Network Anomaly Detection System
Submitted by aekwall on Tue, 05/18/2021 - 3:18pm
security
machine learning algorithms
feature extraction
Resiliency
Human behavior
pubcrawl
Metrics
Neural networks
machine learning
Anomaly Detection
vulnerability detection
Compositionality
Training data
biblio
Detecting Deepfake Videos using Attribution-Based Confidence Metric
Submitted by aekwall on Thu, 05/13/2021 - 11:50am
Human behavior
pubcrawl
composability
Computational modeling
Metrics
Databases
machine learning
attribution
Measurement
Videos
Training data
Face
biblio
DeepGuard: Deep Generative User-behavior Analytics for Ransomware Detection
Submitted by grigby1 on Tue, 03/30/2021 - 12:04pm
three-sigma limit rule
Organizations
pubcrawl
ransomware activity
ransomware criminals
ransomware detection
ransomware incidence report
security
system monitoring
neural nets
tools
Training
Training data
user activity
User behavior Analytics
user behavior modeling
WannaCry
Ransomware
learning (artificial intelligence)
invasive software
Informatics
Human Factors
Human behavior
file-interaction pattern logging
DeepGuard
deep generative user-behavior analytics
deep generative autoencoder architecture
Deep Autoencoders
Data mining
Cybersecurity
Attack detection
Compositionality
Resiliency
biblio
Cross-domain Anomaly Detection for Power Industrial Control System
Submitted by grigby1 on Tue, 03/30/2021 - 11:52am
Anomaly Detection
feature extraction
ICS Anomaly Detection
industrial control
integrated circuits
Neural networks
Power ICS
Protocols
pubcrawl
resilience
Resiliency
Scalability
TrAdaBoost
Training data
transfer learning
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