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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
network traffic
biblio
Efficient Network Intrusion Detection Using PCA-Based Dimensionality Reduction of Features
Submitted by grigby1 on Tue, 12/01/2020 - 12:47pm
network traffic
learning (artificial intelligence)
low-dimensional features
machine learning
Measurement
minority class instances
multiclass classification show
multiclass combined performance metric
network intrusion detection system
IP networks
PCA
PCA-based dimensionality reduction
principal component analysis
pubcrawl
resilience
Resiliency
security of data
Support vector machines
feature dimensionality reduction approach
Bayesian network
belief networks
binary classification
CICIDS2017 network intrusion dataset
class distribution parameters
composability
detection rate
dimensionality reduction
Bayes methods
feature extraction
high-dimensional features
IDS
imbalanced class distributions
imbalanced data
imbalanced distribution
intrusion detection system
biblio
Providing Location Privacy Using Fake Sources in Wireless Sensor Networks
Submitted by aekwall on Mon, 10/26/2020 - 10:53am
Routing protocols
Location Privacy in Wireless Networks
source location privacy
resource-constrained sensor nodes
location privacy protection
Global Adversary
context privacy
Position measurement
WSN
Compositionality
computer science
Monitoring
network traffic
Metrics
Routing
privacy
wireless sensor networks
pubcrawl
Human behavior
Resiliency
data privacy
biblio
TVis: A Light-weight Traffic Visualization System for DDoS Detection
Submitted by grigby1 on Tue, 10/06/2020 - 12:41pm
pubcrawl
low-rate attacks
microsoft windows
Monitoring
network defenders
network size
network traffic
networked computers
offline modes
online and offline
light-weight traffic visualization system
resilience
Resiliency
telecommunication traffic
time 5.0 s
triangle-area
TVis
undirected graph
visual observations
visualization
external network traffic
anomaly detection system
Computer crime
computer network security
Computing Theory
data visualisation
Data visualization
DDoS Attack
denial-of-service attack
distributed DoS attacks
acute attacks
graph theory
Heron's triangle-area mapping
high-rate DDoS detection
highrate DDoS attacks
interactive visualization system
internal network traffic
internet
IP networks
biblio
Security and Performance Modeling and Optimization for Software Defined Networking
Submitted by grigby1 on Fri, 08/28/2020 - 2:54pm
Performance modeling
Web servers
telecommunication traffic
software defined networking
security optimization approach
Security Optimization
Security modeling
security constraints
security
SDN
Scalability
Resiliency
resilience
queueing theory
pubcrawl
Computing Theory
performance constraints
optimization
networking capabilities
network traffic
Measurement
graphical security models
genetic algorithms
genetic algorithm
Generators
Databases
computer network security
communication demands
big data security metrics
Security Metrics
biblio
Denial of Service Detection Mitigation Scheme using Responsive Autonomic Virtual Networks (RAvN)
Submitted by aekwall on Mon, 08/24/2020 - 11:47am
mitigation scheme
anomalous mitigation solutions
anomaly detection schemes
Centroid-based-based clustering technique
data features
decision making skills
high rate denial of service attacks
high rate DoS attacks
intragroup variance
Kmeans
low rate detection
adaptive reconfigurable features
multivariate clustering method
multivariate gaussian distribution model
network performance statistics
ONOS SDN controller
open networking operating system
RAvN
responsive autonomic data-driven adaptive virtual networking framework
traffic monitoring tools
unsupervised machine learning technique
Autonomic Security
pubcrawl
computer network security
Monitoring
IP networks
telecommunication traffic
virtualisation
software defined networking
feature extraction
learning (artificial intelligence)
machine learning
Resiliency
security of data
composability
Decision Making
network traffic
gaussian distribution
pattern clustering
Software-Defined Networks
Unsupervised Learning
adaptive systems
network configurations
adaptive policy updates
biblio
STDeepGraph: Spatial-Temporal Deep Learning on Communication Graphs for Long-Term Network Attack Detection
Submitted by aekwall on Mon, 08/17/2020 - 10:18am
hybrid deep neural network design
graph Laplacian matrix
attack graphs
dimensionality reduction
graph characterization vectors
graph kernel matrices
graph signal processing
graph similarity measures
graph structures
high-dimensional intrinsic representation
high-dimensional representations
hybrid deep learning models
Matrix converters
kernel-based similarity embedding vector
long-term information learning
long-term network attack detection
network communication data
real-world network attack datasets
spatial-temporal deep learning
spatiotemporal deep learning
structural similarity information
supervised classification task
temporal communication graph
traffic analysis methods
CNN
IP networks
telecommunication traffic
Kernel
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
composability
graph theory
matrix algebra
pattern classification
computer network security
convolutional neural nets
convolutional neural network
network traffic
deep learning
signal processing
LSTM
Predictive Metrics
Laplace equations
Long short-term memory
Graph Kernel
network flows
biblio
Performance Evaluation of Intrusion Detection Streaming Transactions Using Apache Kafka and Spark Streaming
Submitted by aekwall on Mon, 07/27/2020 - 11:14am
cybersecurity intrusion detection
Sparks
Real-Time Decision Making
intrusion tolerance
Processing time
Big Data Analytics
apache kafka
Apache Spark Streaming
complex attacks
performance evaluation
extremely competitive financial market
high-level protection
intrusion detection streaming transactions
intrusion detection system
massive Internet-based services
short period time
Spark Streaming
stream data
machine learning
security of data
Big Data
real-time systems
Resiliency
pubcrawl
composability
internet
Decision Making
Intrusion Detection
telecommunication traffic
data analysis
Government
Data mining
fault tolerant computing
network traffic
parallel processing
biblio
Anomaly Detection in Network Traffic Using Dynamic Graph Mining with a Sparse Autoencoder
Submitted by grigby1 on Fri, 07/03/2020 - 3:54pm
outlier error values
highly structured adjacency matrix structures
increasing sparseness
learning (artificial intelligence)
Matrix decomposition
Metrics
network based attacks
network emulator
network security
network traffic
online learning algorithm
original adjacency matrix
Heuristic algorithms
pubcrawl
representative ecommerce traffic
Resiliency
resultant adjacency matrix
serious economic consequences
singular value decomposition
sparse autoencoder
Sparse matrices
telecommunication traffic
time 225.0 min
decomposition
autoencoder hyper-parameters
Bipartite graph
composability
Compositionality
Computer crime
computer network security
contiguous time intervals
cyber physical systems
Data mining
DDoS Attacks
anomaly detection algorithm
dynamic bipartite graph increments
dynamic graph
dynamic graph mining
dynamic network traffic
Dynamic Networks and Security
ecommerce websites
error distribution
GAAD
gaussian distribution
graph theory
biblio
ComplexIoT: Behavior-Based Trust For IoT Networks
Submitted by grigby1 on Fri, 06/19/2020 - 10:48am
Policy-Governed Secure Collaboration
Internet of Things
Internet-of-Things
IoT devices
IoT networks
machine learning
network traffic
Object recognition
policy-based governance
generalized decision boundary
pubcrawl
resilience
Resiliency
Scalability
sensors
software defined networking
telecommunication traffic
trust score ranking
behavioral framework
composability
Computer Theory and Trust
Access Control
access control decisions
Anomaly Detection
anomaly detection algorithm
authorisation
behavior-based trust
Compositionality
behavioral model
complex general purpose devices
ComplexIoT
complexity measure
Complexity theory
computer network security
device complexity
false trust
biblio
FTP-NDN: File Transfer Protocol Based on Re-Encryption for Named Data Network Supporting Nondesignated Receivers
Submitted by aekwall on Tue, 05/26/2020 - 10:10am
nondesignated receivers
data reencryption
file transfer protocol
Formal Security Models
FTP-NDN
named data network
Named Data Networking (NDN)
NDN nodes
network flow requirement
data confidentiality
re-encryption
storage costs
TCP-IP networks
unknown potential receivers
usage amount
users
video services
Named Data Network Security
transport protocols
Scalability
Servers
telecommunication traffic
Cryptography
Access Control
Receivers
Protocols
computer architecture
computer network security
Resiliency
Human behavior
pubcrawl
internet
network traffic
ciphertext transmission
complete secure file transfer protocol
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