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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
deep learning
biblio
A Study of Network Covert Channel Detection Based on Deep Learning
Submitted by
grigby1
on Thu, 09/05/2019 - 11:25am
deep learning
security
resilience
machine learning
Scalability
feature extraction
Training
Data models
learning (artificial intelligence)
computer network security
machine learning algorithms
information security
Compositionality
covert channels
detection algorithms
algorithmic model
complex covert channels
computer covert channel
covert channel detection
deep learning algorithm
deep learning model
detection model
network covert channel
network covert channel detection
biblio
YOLO Approach in Digital Object Definition in Military Systems
Submitted by
aekwall
on Mon, 08/12/2019 - 9:46am
Big Data
Cameras
cyber terrorism
deep learning
deep video
digital object definition
distributed cross-camera surveillance systems
human tracking
indoor monitoring applications
information acquisition
Metrics
military applications
military computing
military systems
multimedia content-based indexing
object detection
object tracking
outdoor monitoring applications
Pattern recognition
pubcrawl
real-time generation detection
Resiliency
Scalability
surveillance
traffic monitoring
two-dimensional videos
video processing
video surveillance
Videos
visual surveillance
YOLO approach
biblio
Zynq FPGA Based System Design for Video Surveillance with Sobel Edge Detection
Submitted by
aekwall
on Mon, 08/12/2019 - 9:46am
ADAS
analog composite video interface
analog CVBS
camera
Cameras
computer architecture
computer vision
Decoding
deep learning
deep video
edge detection
edge detection filter
field programmable gate arrays
FPGA
Hardware
HDMI-MIPI CSI
high speed serial interfaces
image classification
Image edge detection
image filtering
Image resolution
industrial automation
input composite video decoding
input composite video surveillance
learning (artificial intelligence)
live traffic analysis
Metrics
pubcrawl
Reconfigurability
Resiliency
Scalability
security
Sobel edge detection
Streaming media
surveillance
Surveillance systems and ARM processor
Thermal Imaging
VGA
video coding
video interface
video streaming
video surveillance
Xilinx ZC702 platfor
ZC702
Zynq FPGA based system design
Zynq-7000
biblio
Intelligent monitoring of indoor surveillance video based on deep learning
Submitted by
aekwall
on Mon, 08/12/2019 - 9:46am
Cameras
convolutional neural nets
deep learning
deep learning methods
deep video
fine-tuning network
high-quality segmentation mask
image retrieval
image segmentation
indoor surveillance video
information technology
Instance Segmentation
intelligent monitoring
intelligent video analytics technology
learning (artificial intelligence)
Mask R-CNN
Metrics
object detection
pose estimation
protection system
pubcrawl
recurrent neural nets
Resiliency
Scalability
Semantics
smart monitoring system
storage management
Streaming media
surveillance
surveillance cameras
Surveillance video
Training
video image
video signal processing
video surveillance
video surveillance system
biblio
Artificial Intelligence for Sport Actions and Performance Analysis Using Recurrent Neural Network (RNN) with Long Short-Term Memory (LSTM)
Submitted by
aekwall
on Mon, 08/12/2019 - 9:46am
Scalability
Resiliency
Metrics
RNN
pubcrawl
Artificial Intelligence
deep learning
human activity recognition
LSTM
Sport Performance Analysis
deep video
biblio
Deep Learning in Multimedia Forensics
Submitted by
aekwall
on Mon, 08/12/2019 - 9:46am
Scalability
Resiliency
deep learning
Metrics
convolutional neural networks
pubcrawl
multimedia forensics
forgery detection and localization
deep video
biblio
Deep Learning for Real-Time Robust Facial Expression Analysis
Submitted by
aekwall
on Mon, 08/12/2019 - 9:45am
real-time video analysis
pubcrawl
Metrics
facial expression analysis
deep video
deep learning
convolutional neural network
Resiliency
Scalability
biblio
Is Predicting Software Security Bugs Using Deep Learning Better Than the Traditional Machine Learning Algorithms?
Submitted by
aekwall
on Mon, 07/01/2019 - 10:14am
Bayes methods
Bug Propensity Correlational Analysis
Computer bugs
Decision Tree
Decision trees
deep learning
deep learning technique
Feedforward Artificial Network
feedforward neural nets
learning (artificial intelligence)
machine learning
Metrics
multilayer deep feedforward network
Naive Bayes
Predictive models
program debugging
pubcrawl
Random Forest
security
security breaches
Security Metrics
security of data
security-related bugs
Software
software insecurity
software metrics
software quality
software quality metrics
software security bugs
Support vector machines
biblio
Attack and Defense of Dynamic Analysis-Based, Adversarial Neural Malware Detection Models
Submitted by
aekwall
on Mon, 06/24/2019 - 2:43pm
adversarial attacks
adversarial learning
adversarial learning-based attacks
adversarial neural malware detection models
anti-malware companies
anti-malware engine
classification algorithm
computer security
crafting adversarial samples
deep learning
deep learning classification systems
deep learning-based systems
dynamic analysis-based
Dynamic Malware Classification
Engines
Human behavior
invasive software
Jacobian matrices
learning (artificial intelligence)
malware
Malware Analysis
malware classification accuracy
malware detection
Metrics
Neural networks
pattern classification
program diagnostics
pubcrawl
Resiliency
static analysis-based malware classifiers
Training
biblio
Malware Classification with Deep Convolutional Neural Networks
Submitted by
grigby1
on Mon, 06/10/2019 - 2:01pm
challenging malware classification datasets
CNN
computer architecture
convolution
convolutional neural networks
deep convolutional neural networks
deep learning
deep learning approach
deep learning framework
feedforward neural nets
Gray-scale
grayscale images
Human behavior
image classification
invasive software
learning (artificial intelligence)
Learning systems
machine learning
machine learning approaches
Malimg malware
malware
malware binaries
malware classification
Metrics
Microsoft malware
privacy
pubcrawl
resilience
Resiliency
Support vector machines
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