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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
CNN
biblio
A novel network intrusion detection algorithm based on Fast Fourier Transformation
Submitted by aekwall on Mon, 05/11/2020 - 11:19am
image classification
representation learning
network intrusion detection algorithm
Matrix converters
intrusion detection problem
fast Fourier transforms
fast Fourier transformation
Discrete Fourier transforms
FFT
deep learning techniques
NSL-KDD dataset
NSL-KDD
CNN model
deep learning
computer network security
Image coding
Intrusion Detection
network traffic
convolutional neural networks
convolutional neural nets
CNN
network intrusion detection
Metrics
composability
pubcrawl
Resiliency
learning (artificial intelligence)
machine learning algorithms
biblio
An Improved Convolutional Neural Network Model for Intrusion Detection in Networks
Submitted by aekwall on Mon, 05/11/2020 - 11:18am
Kernel
traditional machine learning technology
Support vector machines
security of data
Resiliency
pubcrawl
popular detection technology
pattern classification
network security
network intrusion detection model
network intrusion detection
Metrics
machine learning
low detection rate
learning (artificial intelligence)
Artificial Neural Networks
KDD99 datasets
intrusion samples
Intrusion Detection
improved convolutional neural network model
feature extraction
cyber security
convolutional neural networks
convolutional neural network algorithm
convolutional neural nets
convolution
composability
CNN
policy-based governance
cyber physical systems
biblio
Convolutional Neural Network based Foreground Segmentation for Video Surveillance Systems
Submitted by aekwall on Mon, 04/13/2020 - 10:28am
Biological system modeling
video surveillance systems
video sequences
upsampled feature mask
static foreground object
image sequences
illumination changes
ground truth
foreground segmentation methods
foreground segmentation algorithm
Foreground segmentation
extracted feature maps
dynamic backgrounds
constructed foreground mask
Change detection algorithms
Change detection
Kernel
computer vision
video surveillance system
video surveillance
object detection
interpolation
image segmentation
Entropy
convolutional neural network
convolutional neural nets
CNN
Metrics
pubcrawl
Human behavior
Resiliency
feature extraction
biblio
Learning to Identify Security-Related Issues Using Convolutional Neural Networks
Submitted by aekwall on Mon, 02/10/2020 - 12:10pm
open source issues
Semantics
user interfaces
agile development practices
aid development teams
CNN
high dimensional word embeddings
issue descriptions
Man-machine systems
natural language descriptions
security issues
robust security assurance
SDL
security-focused automation
security-related content
security-related requirements
software products
two-phase neural net architecture
vulnerability descriptions
software assurance
convolutional neural network
security
Kernel
computer architecture
learning (artificial intelligence)
pubcrawl
composability
deep learning
Databases
convolutional neural nets
security of data
Companies
ontologies (artificial intelligence)
Data mining
public domain software
software security
Scalability
software quality
Human Factors
biblio
A CNN-Based Approach to the Detection of SQL Injection Attacks
Submitted by grigby1 on Mon, 02/10/2020 - 11:25am
CNN
collaboration
Human behavior
Metrics
ModSecurity
policy-based governance
privacy
pubcrawl
resilience
Resiliency
SQL detection
SQL injection
biblio
Spam Review Detection Using Deep Learning
Submitted by grigby1 on Mon, 02/10/2020 - 11:18am
CNN
deep learning
Human behavior
Human Factors
LSTM
Metrics
MLP
pubcrawl
RNN
Scalability
spam
spam detection
Spam review detection
spam reviews
biblio
User Behavior Profiling Using Ensemble Approach for Insider Threat Detection
Submitted by grigby1 on Tue, 01/21/2020 - 11:24am
resilience
Monitoring
MSLSTM
multistate long short term memory
multistate LSTM
network walls
Neural networks
Organizations
policy-based governance
pubcrawl
Metrics
Resiliency
security of data
Servers
spatial-temporal behavior features
time series
Time Series Anomaly Detection
user behavior action sequence
user behavior profiling
ensemble hybrid machine learning
behavioural sciences computing
CNN
collaboration
convolution
convolution neural network
convolution neural networks
convolutional neural nets
cyber security
Anomaly Detection
feature extraction
Human behavior
human behavior impact
insider threat
Insider Threat Detection
learning (artificial intelligence)
machine learning
malicious activities
file
Robustifying Machine Learning for Cyber-Physical Systems
Submitted by Soumik Sarkar on Thu, 01/16/2020 - 3:28pm. Contributor:
Soumik Sarkar
Robust machine learning
adversarial attacks
defense
CNN
Deep RL
Posters
1845969
CPS PI Meeting 2020
2020
NSF
U.S. Government
Poster
biblio
Malware Classification Using Byte Sequence Information
Submitted by grigby1 on Thu, 01/02/2020 - 2:45pm
CNN
deep learning
expert systems
Human behavior
malware classification
pubcrawl
resilience
Resiliency
Scalability
security
static analysis
biblio
Real-Time Facial Expression Recognition Based on CNN
Submitted by aekwall on Mon, 12/30/2019 - 12:13pm
face recognition
Webcams
training framework
recognition speed
real-time facial expression recognition
incorrect recognition
image preprocessing
image characteristics
human facial expression
high speed capturing
convolution neural network (CNN)
average weighting method
facial recognition
facial expression recognition
real-time systems
emotion recognition
convolution neural network
image recognition
convolution
convolutional neural nets
CNN
Training
Neural networks
Metrics
pubcrawl
Human behavior
Resiliency
feature extraction
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