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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Detectors
biblio
An Anomaly Detector for CAN Bus Networks in Autonomous Cars based on Neural Networks
Submitted by
aekwall
on Mon, 07/20/2020 - 10:44am
Automotive engineering
security of data
Detectors
intrusion detection system
Internet of Things
Protocols
cyber-physical systems
feature extraction
Resiliency
pubcrawl
Neural networks
Computer hacking
Anomaly Detection
Intrusion Detection
pattern clustering
controller area network security
intrusion detection method
multilayer perceptrons
controller area networks
in-vehicle networks
academic researchers
anomaly detector
anomaly-detection techniques
autonomous cars
CAN bus networks
CAN packets
Controller Area Networks bus
critical phase
ID field
industrial researchers
MLP Neural Network
MultiLayer Perceptron neural network
real-time detection
robust secure system
securing communication
wireless interfaces
biblio
Covert Communications in Packet Collision Channels
Submitted by
grigby1
on Thu, 07/16/2020 - 12:17pm
access protocols
achievable covert rates
channel capacity
channel coding
composability
Compositionality
Conferences
covert channels
covert communications
covert rate
covert systems
decision theory
Detectors
Measurement
medium-access control layer
Monitoring
packet collision channels
Physical layer
physical layer environment
physical-layer models
pubcrawl
random access MAC
random access system
Receivers
resilience
Resiliency
Scalability
security
slotted ALOHA
sophisticated receiver
telecommunication channels
telecommunication security
transmitted signal
transmitter Alice
unauthorized users
watchful adversary Willie
Willie's receiver
wireless system security
biblio
Detection and Compensation of Covert Service-Degrading Intrusions in Cyber Physical Systems through Intelligent Adaptive Control
Submitted by
grigby1
on Thu, 07/16/2020 - 11:44am
adaptive control
classic controller
compensating controller
compensation framework
compensator
composability
computer network security
computer networks
control
control engineering computing
covert
covert attacks
covert service-degrading intrusions
CPS modeling
Cyber Physical System
cyber security
cyber-physical systems
DC motors
deception signal amplification attack
Degradation
detection algorithm
Detectors
feedback
feedback signals
Identification
insecure networks
intelligent adaptive control
internet
Intrusion Detection
Metrics
networked control systems
pubcrawl
resilience
Resiliency
service degradation.
simulations
Steady-state
system behavior
system operation
system/plant identification
biblio
A deep learning approach to trespassing detection using video surveillance data
Submitted by
grigby1
on Fri, 07/03/2020 - 1:15pm
Scalability
computer architecture
machine learning
pubcrawl
Metrics
Resiliency
resilience
learning (artificial intelligence)
deep learning
convolutional neural nets
Neural networks
video surveillance
Detectors
activity detection
automated railroad trespassing detection system
background subtraction
CNN-based deep learning architecture
computer vision
deep convolutional neural networks
Deep Neural Network
dual-stage ARTS architecture
dual-stage deep learning architecture
early warning prediction techniques
high fidelity trespass classification stage
inexpensive pre-filtering stage
potential trespassing sites
public domain surveillance data
Railroad security
railroad trespassing activity
safety risks
Subspace constraints
surveillance
Trespassing detection
video processing
video surveillance data
deep video
biblio
A Game-theoretic Framework for Security-aware Sensor Placement Problem in Networked Control Systems
Submitted by
aekwall
on Mon, 06/08/2020 - 11:22am
security of data
Detectors
Monitoring
Scalability
security
game theory
pubcrawl
sensor placement
trees (mathematics)
optimisation
Games
Human Factors
Predictive Metrics
networked control systems
Cyber-physical attacks
Nash Equilibrium
game theoretic security
Symmetric matrices
attack signals
attacker decision
attacker-detector game
detector decision
game leader
game-theoretic framework
Networked Control System
optimal sensor placement strategy
security-aware sensor placement problem
Stackelberg equilibrium
system L2 gain
undirected topology
undirected tree
zero-sum game
biblio
Feature Based Image Registration using Heuristic Nearest Neighbour Search
Submitted by
grigby1
on Fri, 05/22/2020 - 2:37pm
feature extraction
pubcrawl
computer science
Metrics
Measurement
nearest neighbour methods
Task Analysis
Detectors
search problems
nearest neighbor search
combinatorial optimization
Exhaustive Search
feature based image matching techniques
feature based image registration
Feature Matching
heuristic Nearest Neighbour Search
image feature matching
image matching
image registration
image segmentation
nearest neighbour search done
nearest-neighbor
simulated annealing
threshold accepting
biblio
Drone Detection in Long-Range Surveillance Videos
Submitted by
aekwall
on Mon, 04/13/2020 - 10:27am
deep video
autonomous aerial vehicles
Birds
CNN-based architectures
convolutional neural nets
deep learning
deep learning-based object detection
detection methods
Detectors
drone detection
drones
Faster R-CNN
Faster-RCNN
high-security risks
Human behavior
learning (artificial intelligence)
long-range surveillance videos
Metrics
object detection
Proposals
pubcrawl
Resiliency
security breaches
security of data
single shot detector
SSD
Terrorism
tracking surveillance
Training
video surveillance
Videos
biblio
Incremental Abstraction for Diagnosability Verification of Modular Systems
Submitted by
aekwall
on Mon, 03/16/2020 - 10:39am
Detectors
Resiliency
pubcrawl
Synchronization
feedback
control systems
computational complexity
Complexity theory
automata
Scalability
Production systems
Predictive Metrics
Compositionality
formal verification
verification
fault diagnosis
scalable verification
abstraction
diagnosability
diagnosability verification
Discrete-Event Systems
forbidden loops
incremental abstraction
modular system
Modular systems
nonblocking
parallel lines
polynomial complexity
scalable production system
simple detector automata
uncertain loops
biblio
Malware Evasion Attack and Defense
Submitted by
grigby1
on Tue, 02/18/2020 - 11:53am
adversarial example
adversarial examples
Adversarial Machine Learning
black-box attacks
composability
Data models
defense
defense approaches
Detectors
Evasion Attack
grey-box evasion attacks
invasive software
learning (artificial intelligence)
machine learning classifiers
malware
malware detection systems
malware evasion attack
Metrics
ML classifier
ML-based malware detector
pattern classification
Perturbation methods
pubcrawl
resilience
Resiliency
security
Training
Training data
white box cryptography
White Box Security
white-box evasion attacks
biblio
Combining Tensor Decompositions and Graph Analytics to Provide Cyber Situational Awareness at HPC Scale
Submitted by
grigby1
on Mon, 02/17/2020 - 5:16pm
clustering methods
composability
data structures
Detectors
Electronic mail
graph analytics
graph theory
groupware
high-performance packages
HPC architecture for cyber situational awareness
HPC resources
HPC scale
integrated workflow
IP networks
large-scale sparse tensor decompositions
MADHAT
metadata
Metrics
multidimensional anomaly detection fusing HPC Analytics and Tensors
network topology
parallel processing
parallelized graph analysis
pattern clustering
pubcrawl
resilience
Resiliency
security of data
sensor fusion
situational awareness
structured network sensor logs
Tensile stress
tensors
tools
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