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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Computational modeling
biblio
A2G2V: Automatic Attack Graph Generation and Visualization and Its Applications to Computer and SCADA Networks
Submitted by aekwall on Mon, 01/25/2021 - 12:03pm
security
computer network security
Internet of Things
Internet of Things (IoT)
computer architecture
SCADA systems
cyber-physical systems
Resiliency
pubcrawl
composability
graph theory
Computational modeling
tools
computer networks
model checking
data visualisation
visualization
Predictive Metrics
formal verification
Internet of Things systems
SCADA networks
networked system
cyber-physical systems security
attack graphs
A2G2V algorithm
architecture description tool
atomic-level vulnerabilities
attack graph
automatic attack graph generation
control networks
Cyber-Physical Systems (CPS)
enumerating counterexamples
model-checking tools
model-checking-based automated attack graph generator and visualizer
visualization tool
biblio
DeCrypto Pro: Deep Learning Based Cryptomining Malware Detection Using Performance Counters
Submitted by grigby1 on Fri, 01/22/2021 - 1:38pm
Cryptography
Predictive models
machine learning
Data mining
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
Data models
Computational modeling
random forests
recurrent neural nets
cyberattacks
deep learning
pattern classification
malware
invasive software
malware detection
nearest neighbour methods
k-nearest neighbors
Random Forest
advanced persistent threat
APT
deep neural networks
encoding
Long short-term memory
LSTM
defense mechanisms
advanced persistent threats
antivirus applications
APTs
behavior profiling
benign compression
classification model
collaborative attacks
computational resources
cryptographic operations
cryptojacking
cryptomining
DeCrypto Pro
DeCrypto Profiler framework
deep cryptomining profiler
mission-critical cybersystems
model selection
operating context profiling system
performance counters
Ransomware
system features
system functionalities
Trojan Laziok
utility function
Windows performance counters
biblio
Quickest Detection of Advanced Persistent Threats: A Semi-Markov Game Approach
Submitted by grigby1 on Fri, 01/22/2021 - 12:38pm
security of data
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Analytical models
Scalability
Computational modeling
Security analysis
Games
Cyber Attacks
advanced persistent threat
APT
threat detection
cyberattack
game theory
Markov processes
q-learning
advanced persistent threats
Dynamic Information Flow Tracking
DIFT-based defender
Limiting average reward criteria
multistage attacks
Rain
real-word attack dataset
refinable attack investigation framework
Stackelberg semiMarkov game
Stackelberg zero-sum semi-Markov games
two-time scale Q-learning algorithm
biblio
Behavior Modeling and Individual Recognition of Sonar Transmitter for Secure Communication in UASNs
Submitted by grigby1 on Wed, 01/20/2021 - 3:08pm
Acoustic Fingerprints
Analytical models
behavior modeling
Class D power amplifier
composability
Computational modeling
feature extraction
fingerprint features
Human behavior
individual recognition
low-frequency radiation source
memory polynomial model
nonlinear model
power amplifier
power spectrum features
pubcrawl
radio frequency fingerprint
radio transmitters
received signal
resilience
Resiliency
secure communication
Sonar
Sonar equipment
sonar signal processing
sonar transmitter
specific emitter identification
specific emitter recognition
UASN
underwater acoustic communication
underwater acoustic sensor networks
Underwater vehicles
wireless sensor networks
biblio
The Value of Collaboration in Convex Machine Learning with Differential Privacy
Submitted by aekwall on Mon, 01/11/2021 - 12:41pm
Scalability
data privacy
Data models
Support vector machines
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
privacy
Computational modeling
Prediction algorithms
Training
machine learning
regression analysis
collaboration
differential privacy
gradient methods
fraud
financial data processing
privacy budget
multiple data owners
convex machine learning
credit card fraud detection
differentially-private gradient queries
differentially-private gradients
distributed datasets
distributed private data
financial datasets
fitness cost
loan interest rates
nonoverlapping training datasets
privacy-aware data owners
privacy-aware learning algorithms
Regression
Stochastic gradient algorithm.
stochastic gradient descent
biblio
Multimodal Graph Analysis of Cyber Attacks
Submitted by grigby1 on Fri, 12/11/2020 - 1:34pm
Analytical models
attack stages
attacker
autonomous systems
Centrality
centrality analysis
community analysis
Computational modeling
Cyber Attacks
cyber-attacks
cyberattack
cyberattack victims
Data mining
graph theory
Human behavior
IP networks
malware
Malware Analysis
Metrics
multimodal graph
multimodal graph analysis
multimodal graph approach
multimodal graph nodes
nodes classification
observed cyber events
privacy
pubcrawl
resilience
Resiliency
security of data
single-modality graphs
strong inter-modal ties
targeted nodes
unclassified regime
biblio
Fidelity: Towards Measuring the Trustworthiness of Neural Network Classification
Submitted by aekwall on Mon, 12/07/2020 - 11:32am
security of data
Task Analysis
Trusted Computing
learning (artificial intelligence)
pubcrawl
composability
Computational modeling
Sociology
Statistics
neural nets
Neural networks
pattern classification
machine learning
machine learning model
trustworthiness
Perturbation methods
adversarial examples
adversarial attack detection
adversarial settings
neural network classification
neural network system
security-critical tasks
biblio
Determination of Trustworthiness of Cloud Service Provider and Cloud Customer
Submitted by aekwall on Mon, 12/07/2020 - 11:30am
Monitoring
Cloud Computing
Trusted Computing
pubcrawl
composability
simulation
Computational modeling
trust
web services
Stakeholders
trustworthiness
quality of service
service-oriented architecture
cloud service provider
cloud customer
Compliance Information
CSP trustworthiness
Dynamic Trust Evaluation Scheme
multidimensional dynamic trust evaluation scheme
service-oriented computing environment
trustworthy CSP
biblio
Study of Trust at Device Level of the Internet of Things Architecture
Submitted by aekwall on Mon, 12/07/2020 - 11:23am
authentication
basic firewall protection
built-in security features
composability
Computational modeling
computer architecture
Cryptography
cyber-physical system security
device level encryption
device management
encryption
examined IoT solutions
general Internet of Things architecture
Internet of Things
IoT architecture model
IoT devices
IoT security solutions
Logic gates
neural style transfer
Object recognition
Predictive Metrics
pubcrawl
Resiliency
Scalability
security risk
security risks
tamper proof
telecommunication security
Trusted Computing
Trusted Platform Module
trusted platform modules
unique device identifier
user authentication
biblio
Mixed-Trust Computing for Real-Time Systems
Submitted by grigby1 on Wed, 12/02/2020 - 1:14pm
complex cyber-physical systems
Complexity theory
Computational modeling
Computing Theory
CPS critical functions
drone application
framework design
Human behavior
Human Factors
program verification
pubcrawl
Raspberry Pi 3 implementation
real-time mixed-trust computing framework
real-time systems
Runtime
Safety
safety-critical autonomous features
safety-critical software
scheduling
Task Analysis
timing
timing guarantees
traditional verification methods
trust
Trusted Computing
trusted hypervisor
untrusted components
virtual machines
VM hosting
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