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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
neural nets
biblio
Physical Security Detectors for Critical Infrastructures Against New-Age Threat of Drones and Human Intrusion
Submitted by grigby1 on Mon, 01/11/2021 - 12:58pm
pubcrawl
multithreaded media input streams
neural nets
neural network deep-learning model
NVIDIA GeForce GTX 1080
NVIDIA GeForce RTX 2070 Max-Q Design
physical intrusion
physical security detectors
physical security sensors
proactive protection
modern critical infrastructures
real-time threat identification
Region based Fully Connected Neural Network (RFCN)
remotely operated vehicles
resilience
Resiliency
Scalability
security of data
video analytics solution
Vulnerability
drone detection
continuous stream
critical infrastructure operators
critical infrastructure security
critical infrastructures
cyber incidents
deep video
Deep-learning
DEFENDER project
distributed cyber-physical systems
complex cyber-physical systems
early stage threat detection
fast restoration
human intruders
human intrusion
Intrusion Detection
learning (artificial intelligence)
Media Data
Metrics
biblio
Deep Learning Based Video Analytics For Person Tracking
Submitted by grigby1 on Mon, 01/11/2021 - 12:58pm
surveillance cameras
pubcrawl
resilience
Resiliency
Scalability
search process
security
shirt pattern
spectacle status
police data processing
surveillance video frames
video analytics
video cameras
video frame
video log
video signal processing
video surveillance
convolutional neural network
person tracking
Pattern recognition
object tracking
neural nets
Metrics
learning (artificial intelligence)
image classification
identification marks
Gender
feature extraction
Facial features
face recognition
deep video
deep learning
criminal activity
biblio
A Comparative Analysis of Deep Learning based Super-Resolution Techniques for Thermal Videos
Submitted by grigby1 on Mon, 01/11/2021 - 12:57pm
Thermal analysis
pedestrians
poor resolution
pubcrawl
resilience
Resiliency
Scalability
SRGAN
Super resolution
super resolution techniques
super-resolution algorithms
super-resolution techniques
pedestrian database
thermal cameras
thermal frames
Thermal Imaging
thermal video dataset
thermal videos
video frame resolution
video signal processing
video streaming
video streams
Videos
Imaging
benchmark thermal datasets
Comparative Analysis
Databases
deep learning
deep neural networks
deep video
expensive optical sensors
Healthcare
Image resolution
image sequences
auto-encoder
infrared imaging
law enforcement
learning (artificial intelligence)
machine learning
Metrics
neural nets
Neural networks
object detection
optical precision
OSU color
biblio
Private FL-GAN: Differential Privacy Synthetic Data Generation Based on Federated Learning
Submitted by aekwall on Mon, 01/11/2021 - 12:41pm
data handling
strict privacy guarantee
realistic fake data generation
private FL-GAN
Lipschitz limit
high-quality synthetic data generation
GAN training
differential privacy synthetic data generation
differential privacy sensitivity
differential privacy generative adversarial network model
data-holders
data generation
federated learning
security of data
data sharing
differential privacy
neural nets
composability
pubcrawl
Human behavior
Resiliency
learning (artificial intelligence)
information security
data privacy
Scalability
biblio
Network Traffic Images: A Deep Learning Approach to the Challenge of Internet Traffic Classification
Submitted by aekwall on Mon, 01/11/2021 - 12:37pm
convolutional neural networks
packet flows
networking related tasks
network traffic image orientation mappings
Internet traffic classification
deep convolutional neural networks
application network signatures
2-dimensional formulation
Network traffic classification
deep packet inspection
network administrators
Streaming media
deep learning
computer network security
quality of service
Bandwidth
machine learning
internet
neural nets
pubcrawl
Resiliency
learning (artificial intelligence)
Task Analysis
telecommunication traffic
Scalability
biblio
Design of Intrusion Prevention System for OT Networks Using Deep Neural Networks
Submitted by aekwall on Mon, 01/11/2021 - 12:36pm
OT Network
intrusion prevention system
invasive software
IPS system
malware
Modbus
network threats
neural nets
Neural networks
operational technology system elements
internet
OT networks
Protocols
pubcrawl
Resiliency
SCADA
SCADA systems
SCADA test bed
Scalability
telecommunication security
deep neural networks
Air gaps
automation industries
automation scenarios
behavior-based intrusion prevention system
computer network security
cyber-attacks
data acquisition
data acquisition systems
Deep Neural Network
SCADA Systems Security
deep packet inspection
DNP3
DoS attack
feature extraction
industrial control
Industries
industry control system
insider attacks
integrated circuits
biblio
BlurNet: Defense by Filtering the Feature Maps
Submitted by grigby1 on Mon, 12/28/2020 - 11:48am
Scalability
malicious examples
Metrics
neural nets
Neural networks
Perturbation methods
pubcrawl
resilience
Resiliency
robust physical perturbations
Robustness
RP
malicious adversary
security of data
standard blur kernels
standard-architecture traffic sign classifiers
standards
stop signs
substitute model
targeted misclassification rates
traffic engineering computing
victim model
white stickers
white-box attacks
frequency analysis
adaptive attack evaluation
adaptive filtering
adversarial defense
adversarial images
Adversarial Machine Learning
Adversarial robustness
attack algorithms
black stickers
blackbox transfer attack
BlurNet
depthwise convolution layer
Adaptation models
gradient information
high frequency noise
image recognition
image restoration
input image
Kernel
layer feature maps
learning (artificial intelligence)
low-pass filters
lowpass filtering behavior
biblio
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models
Submitted by grigby1 on Mon, 12/28/2020 - 11:48am
particle filtering (numerical methods)
video signal processing
video sequences
video frames
video data
vehicles
Variational autoencoder
semiautonomous vehicle
security of data
Scalability
robot vision
Resiliency
resilience
pubcrawl
probability
probabilistic latent space models
Adapted Markov Jump Particle Filter
particle filtering
object detection
neural nets
multimodal architecture
mobile robots
Metrics
Markov processes
latent space information generation
Kalman filtering
image sequences
discrete inference levels
continuous inference levels
autonomous vehicles
Anomaly Detection
adaptive filtering
biblio
Approach to Security Provision of Machine Vision for Unmanned Vehicles of “Smart City”
Submitted by grigby1 on Thu, 12/17/2020 - 1:01pm
pubcrawl
unmanned vehicles
unmanned vehicle hardware platforms
Smart City
smart cities
security provision
security
robotic complexes
robot vision
robot operating systems
Resiliency
resilience
remotely operated vehicles
contour analysis
policy-based governance
objects detection
object detection
Neural networks
neural nets
machine vision systems
learning (artificial intelligence)
information security systems
Human Factors
Human behavior
feature squeezing method
deep learning
biblio
Neural Network and ROS based Threat Detection and Patrolling Assistance
Submitted by grigby1 on Thu, 12/17/2020 - 12:38pm
Robot vision systems
operating systems (computers)
patrolling assistance
policy-based governance
pubcrawl
resilience
Resiliency
Robot Operating System
robot operating systems
robot vision
object detection
robotic automation
ROS based threat detection
security
Service robots
Software Architecture
software architecture design
Weapons
YOLO
ergonomics
autonomously moving bots
Cameras
computer architecture
computer vision
computer vision algorithms
control engineering computing
convolutional neural networks
daily ergonomics
autonomous navigation
hardware components
Human behavior
Human Factors
Lasers
mobile robots
navigation
neural nets
neural network
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