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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
q-learning
biblio
Edge Computing and UAV Swarm Cooperative Task Offloading in Vehicular Networks
Submitted by aekwall on Thu, 01/05/2023 - 4:08pm
security
real-time systems
Wireless communication
pubcrawl
composability
edge computing
Compositionality
programming
Iterative methods
vehicular networks
Swarm Intelligence
autonomous aerial vehicles
q-learning
Task Offloading
UAV swarm
biblio
Understanding the impact of cyber-physical correlation on security analysis of Cyber-Physical Systems
Submitted by grigby1 on Thu, 10/20/2022 - 2:37pm
Physical layer
interdependence
impact
Stochastic game
Costs
Resiliency
Stochastic Computing Security
q-learning
cyber-physical system
pubcrawl
simulation
Games
Security analysis
Stochastic processes
Scalability
Correlation
resilience
biblio
Evaluating the Performance of Various Deep Reinforcement Learning Algorithms for a Conversational Chatbot
Submitted by aekwall on Fri, 08/26/2022 - 11:05am
chatbot
QR-DQN
q-learning
NMT
DQN
deep reinforcement learning
BiRNN
Attention Model
software libraries
conversational agents
Measurement
Recurrent neural networks
Reinforcement learning
Industries
Human behavior
Metrics
Scalability
pubcrawl
deep learning
biblio
SATCOM Jamming Resiliency under Non-Uniform Probability of Attacks
Submitted by grigby1 on Fri, 08/26/2022 - 9:48am
Markov processes
Sweeping Jamming Attack
SATCOM Resiliency
Markov Decision Process
greedy algorithms
Computer simulation
Computing Theory
q-learning
Reinforcement learning
pubcrawl
Compositionality
military communication
composability
Computational modeling
Conferences
Resiliency
resilience
biblio
Using Deep Reinforcement Learning to Evade Web Application Firewalls
Submitted by grigby1 on Tue, 04/19/2022 - 12:17pm
Adversarial Machine Learning
Firewalls (computing)
pubcrawl
q-learning
Reinforcement learning
resilience
Resiliency
Scalability
Semantics
signature based defense
SQL injection
Task Analysis
Training
tuning
Web Application Firewall (WAF)
biblio
Q-Learning for Securing Cyber-Physical Systems : A survey
Submitted by aekwall on Tue, 05/25/2021 - 2:33pm
Internet of Things
security
machine learning algorithms
pubcrawl
privacy
machine learning
computer security
cyber-physical systems
Human Factors
CPS
CPS Privacy
q-learning
Reinforcment Learning
biblio
Smart Security Audit: Reinforcement Learning with a Deep Neural Network Approximator
Submitted by aekwall on Tue, 04/27/2021 - 12:29pm
Scalability
Task Analysis
Adaptation models
Resiliency
Human behavior
pubcrawl
audit
Reinforcement learning
tools
Penetration Testing
Biological neural networks
Deep Neural Network
Security Audits
pentesting
q-learning
biblio
Quickest Detection of Advanced Persistent Threats: A Semi-Markov Game Approach
Submitted by grigby1 on Fri, 01/22/2021 - 12:38pm
cyberattack
two-time scale Q-learning algorithm
Stackelberg zero-sum semi-Markov games
Stackelberg semiMarkov game
refinable attack investigation framework
real-word attack dataset
Rain
multistage attacks
Limiting average reward criteria
DIFT-based defender
Dynamic Information Flow Tracking
advanced persistent threats
q-learning
Markov processes
game theory
security of data
threat detection
APT
advanced persistent threat
Cyber Attacks
Games
Security analysis
Computational modeling
Scalability
Analytical models
Resiliency
resilience
Metrics
Human behavior
pubcrawl
biblio
CoDRL: Intelligent Packet Routing in SDN Using Convolutional Deep Reinforcement Learning
Submitted by grigby1 on Wed, 12/02/2020 - 1:03pm
routing configuration
network performance
Packet loss rate
pubcrawl
q-learning
real-time modification
resilience
Resiliency
resource allocation
routing computation
network data
routing optimization
routing strategies
Scalability
SDN controller
Software Defined Network (SDN)
software defined networking
telecommunication control
telecommunication network routing
telecommunication traffic
deep reinforcement learning agent
Convolution layer
Convolutional Deep Reinforcement Learning
convolutional layer
convolutional neural nets
coupled congestion control
current SDN systems
Deep Deterministic Policy Gradient (DDPG)
Deep Deterministic Policy Gradients deep agent
deep reinforcement learning
CoDRL model
dynamic packet routing
dynamic traffic engineering
flexible traffic engineering
gradient methods
intelligent packet routing
less efficient resource utilization
mean network delay
network congestion
biblio
Decentralized Verification for Dissipativity of Cascade Interconnected Systems
Submitted by grigby1 on Mon, 10/05/2020 - 12:49pm
learning-enabled subsystems
verification process
verification
subsystem parameters
Stability analysis
reinforcement learning algorithm
q-learning
pubcrawl
multivariable systems
model-free learning structure
minimum knowledge
Matrices
Mathematical model
linear subsystems
autonomous systems
learning (artificial intelligence)
largescale networks
large-scale cascade interconnections
Interconnected Systems
dissipativity properties
dissipativity
decentralized verification rule
Couplings
control system synthesis
Compositionality
cascade systems
cascade interconnected systems
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