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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
deep learning
biblio
Cross-Entropy: A New Metric for Software Defect Prediction
Submitted by
grigby1
on Tue, 11/12/2019 - 3:26pm
code metric
code naturalness
Computer bugs
cross-entropy
deep learning
DefectLearner
Entropy
language model
Measurement
Metrics
natural language processing
Predictive models
predictive security metrics
program debugging
pubcrawl
recurrent neural nets
recurrent neural network language model
Semantics
Software
software bugs
software defect prediction
software metrics
software quality
software quality assurance
software repository
source code
source code (software)
Task Analysis
biblio
Challenging Machine Learning Algorithms in Predicting Vulnerable JavaScript Functions
Submitted by
grigby1
on Tue, 11/12/2019 - 3:25pm
challenging machine
code fixing patches
code metrics
Computer crime
cyber-crime activities
Databases
dataset
deep learnin
deep learning
extensive grid-search algorithm
F-measure
forest based classifiers
GitHub
Java
JavaScript
JavaScript programs
learning (artificial intelligence)
machie learning
machine learning
machine learning algorithms
Measurement
Metrics
mitigation techniques
natural language processing
nearest neighbour methods
node security project
pattern classification
performing algorithm
performing models
Prediction algorithms
prediction models
Predictive models
predictive security metrics
pubcrawl
public databases
re-sampling strategies
security
security vulnerabilities
Snyk platform
software metrics
software security issues
static source code metrics
Support vector machines
SVM
viable practical approach
Vulnerability
vulnerability information
vulnerable components
vulnerable functions
vulnerable javascript functions
biblio
Static and Dynamic Analysis of Third Generation Cerber Ransomware
Submitted by
aekwall
on Mon, 10/07/2019 - 10:42am
Big Data
Cerber
composability
Computer crime
criminal justice
Cryptography
cyber criminals
cyber terrorism
deep learning
economical scumming
encryption
invasive software
malicious ransomware software
malware
malware detection
Metrics
official databases
political power
pubcrawl
Ransomware
Resiliency
social power
technical analysis
third generation cerber ransomware
biblio
Attention in Recurrent Neural Networks for Ransomware Detection
Submitted by
aekwall
on Mon, 10/07/2019 - 10:42am
attention mechanisms
composability
computer architecture
computer security
deep learning
deep learning methods
invasive software
learning (artificial intelligence)
Logic gates
Long short-term memory
LSTM
LSTM models
malicious software
malware detection
Metrics
Microprocessors
organizational level
pubcrawl
Ransomware
ransomware attacks
ransomware detection
ransomware executables
ransomware sequences
recurrent neural nets
Recurrent neural networks
Resiliency
user access
Windows environment
biblio
Machine Learning for Network Resiliency and Consistency
Submitted by
grigby1
on Wed, 10/02/2019 - 1:55pm
adaptability
ARS
Artificial Intelligence
artificial intelligence resiliency system
computer architecture
consistency test scenario
consistency verification system
convolutional neural nets
convolutional neural networks
data privacy
deep learning
deep learning architectures
feature extraction
flow tables
global overview
learning (artificial intelligence)
machine learning
network configurations
network consistency
network resilience
network resiliency
programmable networking
pubcrawl
resilience
Resiliency
SDN
security
security system
software defined networking
biblio
A Study of Network Covert Channel Detection Based on Deep Learning
Submitted by
grigby1
on Thu, 09/05/2019 - 10:25am
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 - 8:46am
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 - 8:46am
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 - 8:46am
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 - 8:46am
Scalability
Resiliency
Metrics
RNN
pubcrawl
Artificial Intelligence
deep learning
human activity recognition
LSTM
Sport Performance Analysis
deep video
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