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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
deep learning
biblio
TrustSign: Trusted Malware Signature Generation in Private Clouds Using Deep Feature Transfer Learning
Submitted by
grigby1
on Fri, 07/10/2020 - 1:08pm
Cryptography
Cloud Computing
invasive software
virtualisation
digital signatures
Trusted Computing
pubcrawl
Metrics
Resiliency
resilience
Human behavior
neural nets
program diagnostics
convolutional neural networks
malware
Human Factors
static analysis
dynamic analysis
deep learning
Unsupervised Learning
cryptojacking
Automatic Signature Generation
cloud virtualization technology
cryptojacking attacks
deep feature transfer learning
distribution time
fileless malware
high-level deep features
ImageNet dataset
in-browser cryptojacking attacks
inspection procedure
private clouds
ransomware samples
supervised classifiers
transfer learning
trusted malware signature generation method
TrustSign signature generation process
unsupervised classifier
VGG-19 neural network model
volatile memory
biblio
CloudDLP: Transparent and Automatic Data Sanitization for Browser-Based Cloud Storage
Submitted by
grigby1
on Thu, 07/09/2020 - 1:57pm
data deletion
Scalability
privacy
automatic data sanitization
browser-based cloud storage
Browsers
Cloud Computing
cloud services
CloudDLP
Compositionality
data privacy
Data Sanitization
deep learning
document image processing
encryption
Human behavior
Human Factors
learning (artificial intelligence)
Protocols
pubcrawl
resilience
Resiliency
sensitive data
sensitive image documents
sensitive information
textual documents
transparent data sanitization
user data privacy
biblio
AI Based Automatic Robbery/Theft Detection using Smart Surveillance in Banks
Submitted by
grigby1
on Fri, 07/03/2020 - 1:16pm
security
Scalability
Conferences
Artificial Intelligence
pubcrawl
Metrics
Resiliency
resilience
Banking
learning (artificial intelligence)
deep learning
real-time systems
neural nets
Proposals
computer vision
smart surveillance
video signal processing
video surveillance
object detection
Videos
surveillance
artificial-intelligence
CCTV based theft detection
CCTV footage
closed circuit television
computer-vision
deeplearning
dramatic efficiency gains
human supervision
multimedia content analysis
real-time analysis
surveillance systems
theft-detection
video-analysis
Weapons
deep video
biblio
Improving Deep Learning by Incorporating Semi-automatic Moving Object Annotation and Filtering for Vision-based Vehicle Detection*
Submitted by
grigby1
on Fri, 07/03/2020 - 1:16pm
Scalability
Data models
tools
Task Analysis
feature extraction
pubcrawl
Metrics
Resiliency
resilience
Training
learning (artificial intelligence)
deep learning
neural nets
traffic engineering computing
computer vision
video signal processing
video surveillance
object detection
deep learning models
image filtering
artifactual data
automatic foreground object extraction
big image data
data augmentation
dataset construction
deep learning neural networks
deep learning you-only-look-once model
human-in-the-loop quick selection
image annotation
image motion analysis
Object segmentation
road vehicles
security monitoring systems
semiautomatic moving object annotation
semiautomatic moving object annotation method
street intersection surveillance videos
Vehicle detection
video analytics applications
video frames
vision-based vehicle detection
deep video
biblio
Physical Integrity Attack Detection of Surveillance Camera with Deep Learning based Video Frame Interpolation
Submitted by
grigby1
on Fri, 07/03/2020 - 1:15pm
security of data
Scalability
pubcrawl
Metrics
Resiliency
resilience
learning (artificial intelligence)
Anomaly Detection
cyber-physical systems
video surveillance
Cameras
deep learning
camera positions
cyber physical attacks
cyber physical devices
cyber physical security
cyber security attacks
deep learning algorithms
deep learning-based video frame interpolation
integrity attacks
interpolation
physical attributes
physical configuration
physical integrity attack detection
physical security attacks
physical spaces
surveillance camera
Surveillance Camera Physical Tampering
deep video
biblio
Human Detection and Tracking on Surveillance Video Footage Using Convolutional Neural Networks
Submitted by
grigby1
on Fri, 07/03/2020 - 1:15pm
Scalability
pubcrawl
Metrics
Resiliency
resilience
learning (artificial intelligence)
convolutional neural nets
convolutional neural networks
video signal processing
video surveillance
object detection
deep learning
Surveillance video
Deep Learning Convolutional Neural Networks
human behaviour
human detection
human detection framework
human position
human tracking
image filtering
image recognition
security system
spatial correlation filter
surveillance video footage
tracked movement
tracking algorithm
tracking algorithms
deep video
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
Adversarial Video Captioning
Submitted by
grigby1
on Fri, 07/03/2020 - 1:15pm
security of data
Scalability
computer architecture
Task Analysis
pubcrawl
Metrics
Resiliency
resilience
Force
learning (artificial intelligence)
machine learning
deep learning
optimization
computer vision
Perturbation methods
video signal processing
adversarial
adversarial attack
Adversarial Machine Learning
adversarial machine learning techniques
adversarial video captioning
cosine similarity
deep learning models
image captioning attack
image captioning attacks
image domain
Streaming media
target captions
targeted
targeted attacks
video captioning
video captioning model
video captioning task
video domain
video playback quality
video stream
video streaming
deep video
biblio
Federated Learning with Bayesian Differential Privacy
Submitted by
aekwall
on Mon, 06/22/2020 - 11:19am
Bayes methods
Bayesian differential privacy
Bayesian privacy accounting method
composability
Computational modeling
data privacy
deep learning
differential privacy
federated learning
federated setting
formal privacy guarantees
Human behavior
image classification
image classification tasks
learning (artificial intelligence)
machine learning
privacy
privacy accounting
privacy budget
pubcrawl
Resiliency
Scalability
Servers
sharper privacy loss
biblio
Facial Motion Prior Networks for Facial Expression Recognition
Submitted by
grigby1
on Fri, 06/19/2020 - 12:02pm
facial recognition
deep learning
emotion recognition
expressive faces
face recognition
facial expression benchmark datasets
facial expression recognition
facial mask learning
facial motion prior networks
facial muscle moving regions
facial-motion mask
FER framework
FER methods
Human behavior
Human Factors
learning (artificial intelligence)
Metrics
muscle
neutral faces
prior domain knowledge
prior knowledge
pubcrawl
resilience
Resiliency
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