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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Anomaly Detection
biblio
Online Anomaly Detection of Time Series at Scale
Submitted by
aekwall
on Mon, 07/06/2020 - 10:19am
security of data
Monitoring
Cloud Computing
real-time systems
learning (artificial intelligence)
Resiliency
pubcrawl
standards
Business
Anomaly Detection
Data mining
business operations
microsoft windows
time series
Time series analysis
automatic network-stream monitoring
cloud computing environments
cloud platforms
cyber breaches
cyber situation awareness
data analysis techniques
financial stability
network stream monitoring
non-parametric methods
nonparametric techniques
online anomaly detection
parametric methods
real-time requirements
reputation damage
stock values
Streaming platforms
targeted corporations
time-series analysis methods
time-series anomaly detection
time-series data analysis
Damage Assessment
biblio
An Online System Dependency Graph Anomaly Detection based on Extended Weisfeiler-Lehman Kernel
Submitted by
aekwall
on Mon, 07/06/2020 - 10:14am
Intrusion Detection
security of data
Scalability
Task Analysis
Kernel
Resiliency
pubcrawl
graph theory
Metrics
standards
Clustering algorithms
Anomaly Detection
Forensics
pattern clustering
Human Factors
Compositionality
clustering analysis
dependency graph
embedding and clustering of heterogeneous graphs
extended Weisfeiler-Lehman kernel
graph similarity
locality-sensitive hashing
modern operating systems
multiprogramming
multitasking systems
online system dependency graph anomaly detection
simHash
streamspot
System dependency graph
Weisfeiler-Lehman graph kernel
Cyber Dependencies
biblio
Anomaly Detection in Network Traffic Using Dynamic Graph Mining with a Sparse Autoencoder
Submitted by
grigby1
on Fri, 07/03/2020 - 4:54pm
computer network security
Computer crime
telecommunication traffic
network security
Bipartite graph
Heuristic algorithms
pubcrawl
Metrics
Data mining
learning (artificial intelligence)
network traffic
cyber physical systems
Anomaly Detection
anomaly detection algorithm
graph theory
Matrix decomposition
singular value decomposition
anomalous traffic
autoencoder hyper-parameters
contiguous time intervals
DDoS Attacks
dynamic bipartite graph increments
dynamic graph
dynamic graph mining
dynamic network traffic
ecommerce websites
error distribution
GAAD
gaussian distribution
highly structured adjacency matrix structures
increasing sparseness
network based attacks
network emulator
online learning algorithm
original adjacency matrix
outlier error values
representative ecommerce traffic
resultant adjacency matrix
serious economic consequences
sparse autoencoder
Sparse matrices
time 225.0 min
decomposition
Compositionality
biblio
Physical Integrity Attack Detection of Surveillance Camera with Deep Learning based Video Frame Interpolation
Submitted by
grigby1
on Fri, 07/03/2020 - 1:15pm
security of data
Scalability
pubcrawl
Metrics
Resiliency
resilience
learning (artificial intelligence)
Anomaly Detection
cyber-physical systems
video surveillance
Cameras
deep learning
camera positions
cyber physical attacks
cyber physical devices
cyber physical security
cyber security attacks
deep learning algorithms
deep learning-based video frame interpolation
integrity attacks
interpolation
physical attributes
physical configuration
physical integrity attack detection
physical security attacks
physical spaces
surveillance camera
Surveillance Camera Physical Tampering
deep video
biblio
DDoS Attack Detection Using Greedy Algorithm and Frequency Modulation
Submitted by
aekwall
on Mon, 06/29/2020 - 12:46pm
Computer crime
computer network security
DDoS
IP networks
distributed denial of service attack
Resiliency
Human behavior
pubcrawl
composability
Metrics
Entropy
Anomaly Detection
probability
Dogs
network services
greedy algorithm
greedy algorithms
DDoS attack detection algorithm
destination IP
destination IP addresses
detection phase
divergence
Frequency modulation
greedy
Probability distribution
probability distributions
source IP
source IP addresses
DDoS attack detection
biblio
Anomaly Detection with Graph Convolutional Networks for Insider Threat and Fraud Detection
Submitted by
grigby1
on Fri, 06/26/2020 - 1:04pm
Anomaly Detection
anomaly detection applications
anomaly detection model
associated threat groups
composability
convolutional neural nets
Data models
edge detection
feature extraction
fraud
fraud detection
GCN
graph convolutional networks
graph theory
Image edge detection
Insider Threat Detection
learning (artificial intelligence)
machine learning
malicious threat groups
Metrics
Organizations
pubcrawl
real-world insider threat data
Resiliency
Scalability
security
security of data
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
A Hybrid Optimization Framework Based on Genetic Algorithm and Simulated Annealing Algorithm to Enhance Performance of Anomaly Network Intrusion Detection System Based on BP Neural Network
Submitted by
grigby1
on Fri, 06/12/2020 - 12:10pm
ANIDS BPNN-GASAA
Anomaly Detection
anomaly network intrusion detection system
back propagation neural network
Backpropagation
BP Neural Network
Classification algorithms
Compositionality
computer network security
computer networks
computer security
Cryptography
fitness value hashing
genetic algorithm
genetic algorithms
hash algorithms
hybrid optimization
Intrusion Detection
learning rate
momentum term
network anomaly detection
network infrastructure attacks
network intrusion detection system
network security
neural nets
Neural networks
optimization strategy
optimized ANIDS based BPNN
pubcrawl
resilience
Resiliency
simulated annealing
simulated annealing algorithm
soft computing tool
Training
biblio
Smart Transportation Delay and Resiliency Testbed Based on Information Flow of Things Middleware
Submitted by
aekwall
on Mon, 06/01/2020 - 10:53am
Anomaly Detection
Big Data
Cloud Computing
composability
decentralized anomaly detection approach
decentralized traffic speed query
delays
distributed computing
distributed processing platform
edge computing paradigms
fog computing paradigms
information flow of things middleware
Internet of Things
IoT devices
middleware
middleware security
policy-based governance
pubcrawl
quality of service
real-time data-driven applications
resilience
Resiliency
resiliency testbed
routing service
security
security of data
sensors
smart transportation delay
Task Analysis
telecommunication traffic
time-sensitive distributed smart transportation systems
Transportation
biblio
An anomaly detection approach for enterprise file integration
Submitted by
aekwall
on Mon, 05/11/2020 - 11:29am
security of data
Organizations
data integrity
information security
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
composability
Metrics
Anomaly Detection
Intrusion Detection
Standards organizations
middleware
security issues
information system
emergency management
accountability
network accountability
alarm system
corporate systems
effective self-learning anomaly detection module
emergency services
enterprise file integration
enterprise systems
file integration
file malfunction
file size
file structure
file transfer processes
file transfers
integration channels
integration duration
novel anomaly detection approach
organization work process management
real-time file integrations
transfer logs
transferring files
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