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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
network traffic
biblio
Security and Performance Modeling and Optimization for Software Defined Networking
Submitted by
grigby1
on Fri, 08/28/2020 - 3:54pm
big data security metrics
communication demands
computer network security
Databases
Generators
genetic algorithm
genetic algorithms
graphical security models
Measurement
network traffic
networking capabilities
optimization
performance constraints
Performance modeling
pubcrawl
queueing theory
resilience
Resiliency
Scalability
SDN
security
security constraints
Security modeling
Security Optimization
security optimization approach
software defined networking
telecommunication traffic
Web servers
biblio
Denial of Service Detection Mitigation Scheme using Responsive Autonomic Virtual Networks (RAvN)
Submitted by
aekwall
on Mon, 08/24/2020 - 12:47pm
security of data
computer network security
Monitoring
IP networks
telecommunication traffic
virtualisation
software defined networking
feature extraction
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
composability
Decision Making
network traffic
gaussian distribution
pattern clustering
Software-Defined Networks
Unsupervised Learning
adaptive systems
network configurations
adaptive policy updates
adaptive reconfigurable features
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
mitigation scheme
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
biblio
STDeepGraph: Spatial-Temporal Deep Learning on Communication Graphs for Long-Term Network Attack Detection
Submitted by
aekwall
on Mon, 08/17/2020 - 11:18am
computer network security
IP networks
telecommunication traffic
Kernel
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
composability
graph theory
matrix algebra
pattern classification
CNN
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
Matrix converters
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
hybrid deep neural network design
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
biblio
Performance Evaluation of Intrusion Detection Streaming Transactions Using Apache Kafka and Spark Streaming
Submitted by
aekwall
on Mon, 07/27/2020 - 12:14pm
Intrusion Detection
security of data
Big Data
real-time systems
Resiliency
pubcrawl
composability
internet
Decision Making
machine learning
telecommunication traffic
data analysis
Government
Data mining
fault tolerant computing
network traffic
parallel processing
performance evaluation
Sparks
Real-Time Decision Making
intrusion tolerance
Processing time
Big Data Analytics
apache kafka
Apache Spark Streaming
complex attacks
cybersecurity intrusion detection
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
biblio
Anomaly Detection in Network Traffic Using Dynamic Graph Mining with a Sparse Autoencoder
Submitted by
grigby1
on Fri, 07/03/2020 - 4:54pm
anomalous traffic
Anomaly Detection
anomaly detection algorithm
autoencoder hyper-parameters
Bipartite graph
Compositionality
Computer crime
computer network security
contiguous time intervals
cyber physical systems
Data mining
DDoS Attacks
decomposition
dynamic bipartite graph increments
dynamic graph
dynamic graph mining
dynamic network traffic
ecommerce websites
error distribution
GAAD
gaussian distribution
graph theory
Heuristic algorithms
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
outlier error values
pubcrawl
representative ecommerce traffic
resultant adjacency matrix
serious economic consequences
singular value decomposition
sparse autoencoder
Sparse matrices
telecommunication traffic
time 225.0 min
biblio
ComplexIoT: Behavior-Based Trust For IoT Networks
Submitted by
grigby1
on Fri, 06/19/2020 - 11:48am
Access Control
access control decisions
Anomaly Detection
anomaly detection algorithm
authorisation
behavior-based trust
behavioral framework
behavioral model
complex general purpose devices
ComplexIoT
complexity measure
Complexity theory
computer network security
device complexity
false trust
generalized decision boundary
Internet of Things
Internet-of-Things
IoT devices
IoT networks
machine learning
network traffic
Object recognition
policy-based governance
Policy-Governed Secure Collaboration
pubcrawl
resilience
Resiliency
Scalability
sensors
software defined networking
telecommunication traffic
trust score ranking
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 - 11:10am
computer network security
Scalability
Servers
telecommunication traffic
Cryptography
Access Control
Receivers
Protocols
computer architecture
transport protocols
Resiliency
Human behavior
pubcrawl
internet
network traffic
ciphertext transmission
complete secure file transfer protocol
data confidentiality
data reencryption
file transfer protocol
Formal Security Models
FTP-NDN
named data network
Named Data Networking (NDN)
NDN nodes
network flow requirement
nondesignated receivers
re-encryption
storage costs
TCP-IP networks
unknown potential receivers
usage amount
users
video services
Named Data Network Security
biblio
Penetration Testing Active Reconnaissance Phase – Optimized Port Scanning With Nmap Tool
Submitted by
grigby1
on Fri, 05/22/2020 - 2:19pm
active reconnaissance phase
Bandwidth
composability
computer network security
footprinting
internet
Mathematics
Metrics
Monitoring
network accountability
network traffic
nmap tool
optimized port scanning
passive information gathering techniques
passive scanning
port scanning
pubcrawl
Reconnaissance
resilience
Resiliency
scanning perimeter
Task Analysis
telecommunication traffic
tools
biblio
Measuring the Effectiveness of Network Deception
Submitted by
grigby1
on Fri, 05/15/2020 - 11:56am
Bayes methods
Bayesian inference method
belief system
Computer crime
computer network security
cyber deception strategies
cyber defensive system
cyber reconnaissance
Government
inference mechanisms
IP networks
KL-divergence
measurement uncertainty
Network Deception
Network reconnaissance
network traffic
network-based deception
pubcrawl
Reconnaissance
reconnaissance surface
resilience
Resiliency
Scalability
SDN-based deception system
software defined networking
software-defined networking
target network
uncertainty
biblio
A novel network intrusion detection algorithm based on Fast Fourier Transformation
Submitted by
aekwall
on Mon, 05/11/2020 - 11:19am
computer network security
machine learning algorithms
learning (artificial intelligence)
Resiliency
pubcrawl
composability
Metrics
network intrusion detection
CNN
convolutional neural nets
convolutional neural networks
network traffic
Intrusion Detection
Image coding
image classification
deep learning
CNN model
NSL-KDD
NSL-KDD dataset
deep learning techniques
FFT
Discrete Fourier transforms
fast Fourier transformation
fast Fourier transforms
intrusion detection problem
Matrix converters
network intrusion detection algorithm
representation learning
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