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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Streaming media
biblio
On the Generality of Facial Forgery Detection
Submitted by grigby1 on Fri, 01/15/2021 - 12:14pm
GANnotation
DeepFake
Deepfakes
Face2Face
Forgery
CNN architectures
detection architectures
FaceSwap
facial forgery detection
video streaming
ICface
image forgery detection
MesoNet
multiple spoofing techniques
unseen spoofing techniques
unseen techniques
X2Face
XceptionNet
Resiliency
tools
feature extraction
CNN
convolutional neural nets
pubcrawl
Human behavior
Human Factors
resilience
computer architecture
Scalability
Streaming media
Metrics
Task Analysis
face recognition
convolutional neural networks
object detection
Face
biblio
OC-FakeDect: Classifying Deepfakes Using One-class Variational Autoencoder
Submitted by grigby1 on Fri, 01/15/2021 - 12:02pm
detecting Deepfakes
Face
DeepFake
binary-classification based detection
binary-classification based methods
class-based approach
computer-generated image
data scarcity limitations
deepfakes data
deepfakes detection
deepfakes generation methods
Image reconstruction
detection performance
detects nonreal images
fake face images
image forgery method
OC-FakeDect
one-class anomaly detection problem
one-class variational autoencoder
person
sufficient fake images data
Support vector machines
Training
Anomaly Detection
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
data privacy
Scalability
privacy issues
learning (artificial intelligence)
Streaming media
Benchmark testing
resilience
Forensics
face recognition
feature extraction
image classification
pattern clustering
object detection
biblio
Deep Learning Approach for Suspicious Activity Detection from Surveillance Video
Submitted by grigby1 on Mon, 01/11/2021 - 1:58pm
resilience
video surveillance
video frames
video extraction
suspicious behaviors
suspicious activity detection
suspicious activity
Surveillance video
Streaming media
security
Scalability
Resiliency
Artificial Intelligence
pubcrawl
object tracking
Metrics
machine learning
live footage tracking
learning (artificial intelligence)
feature extraction
deep video
deep learning approach
deep learning
Cameras
biblio
Network Traffic Images: A Deep Learning Approach to the Challenge of Internet Traffic Classification
Submitted by aekwall on Mon, 01/11/2021 - 1:37pm
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
Development of Real-Time Style Transfer for Video System
Submitted by grigby1 on Fri, 12/11/2020 - 2:52pm
Scalability
optical flow
optical losses
perceptual loss
pubcrawl
real-time style transfer
real-time systems
relatively time-consuming
resilience
Resiliency
neural style transfer
Streaming media
style reconstruction loss
style transfer
video sequences
video signal processing
video style transfer
video stylization
video system
feed-forward CNN approach
artistic images
Artistic Style
computer machine
convolutional neural nets
convolutional neural networks
deep neural networks
defined time loss function
end-to-end system
fast style transformation
artificial system
feed-forward network
feedforward neural nets
high perceptual quality
Image reconstruction
Image resolution
Metrics
neural network
Neural networks
biblio
Real-time Processing and Storage of Multimedia Data with Content Delivery Network in Vehicle Monitoring System
Submitted by grigby1 on Mon, 11/02/2020 - 12:10pm
MPEG-DASH standard
Videos
video streaming
vehicular ad hoc networks
vehicle monitoring system
Streaming media
Servers
Resiliency
resilience
real-time vehicle monitoring system
real-time systems
real-time processing
pubcrawl
multimedia data storage
multimedia computing
Big Data
MPD files
Monitoring
Metrics
Media
Logistics
Internet of Vehicles
Internet of Vehicle
Internet of Things
Human Factors
hidden trouble
DASH
content delivery network
CDN
Big Data curation
biblio
Vulnerability Analysis of AR.Drone 2.0, an Embedded Linux System
Submitted by aekwall on Mon, 10/26/2020 - 11:45am
Drone
Weapons
software vulnerabilities
Linux operating system
2.0
AR
AR Drone 2.0
Busybox
CVE
autonomous aerial vehicles
embedded
embedded Linux system
open WiFi network
pairing mode
Parrot
SSH Tunnel
Linux Operating System Security
Metrics
computer network security
drones
Software
embedded systems
Linux
Resiliency
pubcrawl
composability
security
tools
vulnerabilities
Vulnerability Analysis
public domain software
wireless LAN
Streaming media
Predictive Metrics
biblio
Mission Resilience for Future Army Tactical Networks
Submitted by grigby1 on Tue, 10/06/2020 - 2:10pm
Mission critical systems
Weapons
traditional engineering methods
Task Analysis
tactical network architectures
tactical network
tactical forces
Streaming media
sensors
Resiliency
resilience
pubcrawl
psychometric
network architecture
mission resilience metrics
mission essential functions
autonomous vehicles
Mission Assurance
mission
military operations
military communication
Measurement
future army tactical networks
cyber-physical systems
cyber resilience metrics
cyber physical systems
Cyber Physical System
cyber assets
CPS resilience
command and control systems
battlefield operations
biblio
Reinforcement Learning inspired Deep Learned Compositional Model for Decision Making in Tracking
Submitted by grigby1 on Mon, 10/05/2020 - 2:01pm
previous location
neural nets
object tracking
occlusion handling
partial occlusions
partially observable Markov decision making
penalty based training
pose estimation
pose estimation capabilities
multiple large video datasets
pubcrawl
Reinforcement learning
skeleton based part representation
Streaming media
target tracking
tracker
tracking
video signal processing
heuristic methods
Compositional Models
Compositionality
Computational modeling
computer science
Decision Making
deep learned compositional model
Deep Neural Network
deep reinforcement
cluttered background
human bodies
human inputs
image representation
incessant decision making
learning (artificial intelligence)
Markov processes
Mathematical model
biblio
Experimenting with Real Application-specific QoS Guarantees in a Large-scale RINA Demonstrator
Submitted by aekwall on Tue, 09/08/2020 - 10:16am
perceived quality of experience
effective QoS support
end-user
ERASER disclose
experienced QoS metrics end-to-end
Fed4FIRE + medium experiment ERASER
HD video streaming demonstration
heterogeneous applications
large-scale experimentation
large-scale RINA demonstrator
network load conditions
diverse QoS requirements
QTA-Mux
quality of experience
RINA
synthetic application traffic
t network locations
video streaming sessions
video traffic
virtual wall experimentation facility
clean slate
policy governance
internetworking
telecommunication traffic
computer architecture
Resiliency
Human behavior
pubcrawl
Metrics
5G mobile communication
delays
quality of service
QoS
Servers
Streaming media
video streaming
Metropolitan area networks
telecommunication scheduling
37-node 5G metro RINA network scenario
37-node 5G regional RINA network scenario
accepted candidate scheduling policy
actual quality of service guarantees
application-specific QoS guarantees
clean-slate recursive internetwork architecture
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