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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
machine learning
biblio
Intelligent Resource Scheduling at Scale: A Machine Learning Perspective
Submitted by
grigby1
on Tue, 12/01/2020 - 3:37pm
learning (artificial intelligence)
machine learning
Servers
pubcrawl
Human behavior
Metrics
collaboration
resilience
Resiliency
Scalability
Cloud Computing
composability
quality of service
Policy Based Governance
resource allocation
resource management
Task Analysis
ML
Large-scale systems
scheduling
Human Factors
ad-hoc heuristics
cloud-scale
data centers
exhibited heterogeneity
intelligent resource scheduling
Internet-scale systems
large-scale resource scheduling
multidimensional resource requirements
nonfunctional constraints
performance-centric node classification
Processor scheduling
Resource Scheduling
server characteristics
straggler
straggler mitigation
workload
Internet-scale Computing Security
biblio
DeepRing: Protecting Deep Neural Network With Blockchain
Submitted by
grigby1
on Tue, 12/01/2020 - 1:00pm
appropriate loss functions
authorisation
blockchain
centralized authority
commercial perspectives
computer architecture
computer vision
computer vision applications
cryptographic hash
Cryptography
cybersecurity industry
decryption algorithms
deep learning based architectures
Deep Neural Network
DeepRing
face recognition
Human behavior
human intervention
human trust
learned parameters
learning (artificial intelligence)
machine learning
neural nets
object detection
optimizers
pubcrawl
Public key
technical perspectives
biblio
Efficient Network Intrusion Detection Using PCA-Based Dimensionality Reduction of Features
Submitted by
grigby1
on Tue, 12/01/2020 - 12:47pm
pubcrawl
Bayes methods
Bayesian network
belief networks
binary classification
CICIDS2017 network intrusion dataset
class distribution parameters
composability
detection rate
dimensionality reduction
feature dimensionality reduction approach
feature extraction
high-dimensional features
IDS
imbalanced class distributions
imbalanced data
imbalanced distribution
intrusion detection system
IP networks
learning (artificial intelligence)
low-dimensional features
machine learning
Measurement
minority class instances
multiclass classification show
multiclass combined performance metric
network intrusion detection system
network traffic
PCA
PCA-based dimensionality reduction
principal component analysis
resilience
Resiliency
security of data
Support vector machines
biblio
ScriptNet: Neural Static Analysis for Malicious JavaScript Detection
Submitted by
aekwall
on Mon, 11/30/2020 - 11:03am
malware
invasive software
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
malware detection
Metrics
neural nets
Neural networks
machine learning
Vectors
Java
program diagnostics
deep learning
LSTM
deep learning model
policy governance
computer infection threat vector
discriminative training
Internet-scale processing
JavaScript files
neural malicious JavaScript detection
Neural models
neural static analysis
PIL model
preinformant learning
Privacy-invasive software
ScriptNet system
sequential processing layers
Internet-scale Computing Security
biblio
Anomaly Detection Models for Smart Home Security
Submitted by
aekwall
on Mon, 11/23/2020 - 10:28am
computer network security
Monitoring
Scalability
Big Data
data privacy
security
smart devices
DDoS Attacks
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
Anomaly Detection
Energy Efficiency
Data collection
sensor fusion
Intelligent sensors
Smart homes
home automation
Smart Home
smart home environment
Compositionality
privacy violations
Hidden Markov models
hidden Markov model
anomalous activities
anomaly detection models
cyber threat surface
fire accidents
HMM model
multiple sensors
network level sensor data
smart home security
smart homes devices
smart security cameras
smoke sensors
unauthorized movements
Intelligent Data Security
Intelligent Data and Security
biblio
Big Data Security Frameworks Meet the Intelligent Transportation Systems Trust Challenges
Submitted by
aekwall
on Mon, 11/23/2020 - 10:27am
Scalability
authorization
Big Data
Internet of Things
Trusted Computing
computer architecture
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
authentication
Data processing
Logic gates
Compositionality
Traffic Management
Intelligent Transportation System
Intelligent Transportation Systems
big data technologies
reference architecture
Big Data security frameworks
business intelligence development
coherent reference architecture
ITS trust challenges
multitier ITS security framework
security approaches
Security Classification
sustainable adoption
Intelligent Data Security
Intelligent Data and Security
biblio
Operational Data Based Intrusion Detection System for Smart Grid
Submitted by
grigby1
on Fri, 11/20/2020 - 1:06pm
Internet of Things
privacy
learning (artificial intelligence)
security of data
machine learning
Anomaly Detection
Monitoring
IoT
pubcrawl
Human behavior
Metrics
policy-based governance
collaboration
resilience
Resiliency
Scalability
security challenges
Protocols
industrial control
Industrial Control Systems
anomaly-based IDS
complex data representation
Computer crime
cyberattacks
Cybersecurity
cyberthreats
deep learning
distributed generation
distributed power generation
electrical grid
electricity
energy consumers
information and communication technology
intrusion detection system
Operational Data
operational data based intrusion detection system
pervasive control
power engineering computing
power generation
power system security
remote monitoring
Smart Grid
smart meters
smart power grids
smart technologies
utility companies
composability
smart grid consumer privacy
biblio
Machine Learning Based Physical-Layer Intrusion Detection and Location for the Smart Grid
Submitted by
grigby1
on Fri, 11/20/2020 - 1:05pm
privacy
learning (artificial intelligence)
security of data
machine learning
Intrusion Detection
pubcrawl
Human behavior
Metrics
policy-based governance
collaboration
resilience
Resiliency
Scalability
power engineering computing
power system security
smart power grids
composability
radio networks
Smart Grids
Task Analysis
active intruder
carrier transmission on power lines
communication purposes
continuous bidirectional information exchange
cryptographic techniques
ideal intruder detection rates
Impedance
modems
network stack
PHY design
physical layer methods
physical-layer intrusion detection
Power cables
smart grid communication data
smart grid data security
stand-alone solution
upper layer techniques
smart grid consumer privacy
biblio
Network Intrusion Detection in Smart Grids for Imbalanced Attack Types Using Machine Learning Models
Submitted by
grigby1
on Fri, 11/20/2020 - 1:05pm
privacy
learning (artificial intelligence)
security of data
Training
machine learning
machine learning algorithms
Intrusion Detection
pubcrawl
Human behavior
Metrics
policy-based governance
collaboration
resilience
Resiliency
security
Scalability
power engineering computing
Smart Grid
smart power grids
composability
Smart Grids
network intrusion detection
advanced metering infrastructure
imbalanced data
privacy concerns
machine learning models
smart meter
automatic meter reading
boosting
critical security service
generation power grid paradigm
imbalanced attack types
legacy information
low detection rates
ongoing attacks
smart grid systems
smart information
system operator
time information
time-of-use pricing
smart grid consumer privacy
biblio
A Semantic Machine Learning Approach for Cyber Security Monitoring
Submitted by
grigby1
on Fri, 11/20/2020 - 12:53pm
learning (artificial intelligence)
security of data
Training
machine learning
cyber security
Monitoring
pubcrawl
resilience
Resiliency
Safety
Scalability
Data models
Computer crime
cyber-attacks
business processes
cyber-threats
Cyber Attacks
cyber- attacks
destiny attacks
deterministic styles
digital global community
information safety measure
Network Monitoring
semantic machine
software technologies
stochastic styles
Stochastic Computing Security
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