time series

biblio

Pattern Discovery in Intrusion Chains and Adversarial Movement

Submitted by grigby1 on Mon, 02/17/2020 - 4:16pm

adversarial movement
composability
Computer crime
cyber security
cybercrimes
Cybersecurity
Data mining
data-driven analysis
Decision Making
intrusion chains
intrusion stages
Metrics
organisational aspects
pattern discovery
pubcrawl
resilience
Resiliency
situational awareness
social networking (online)
social networks
time series
Time series analysis

biblio

Network Penetration Identification Method Based on Interactive Behavior Analysis

Submitted by grigby1 on Tue, 01/28/2020 - 1:36pm

attack identification
attack recognition method
attacker information collection
attacker keystroke record
Computer hacking
computer network security
Data models
feature extraction
gradient disappearance problem
gradient explosion
Hidden Markov models
honeynet
Human behavior
Human Factors
interaction behavior
interactive behavior analysis
internet
keystroke analysis
keystroke sequences
Logic gates
Long short-term memory
long-term memory shortage
LSTM
malicious attacks
Mathematical model
Metrics
national economy
Network penetration identification method
network penetration recognition technology
ordinary recurrent neural network
penetration attack
penetration attacks
pubcrawl
recurrent neural nets
recurrent neural network
Recurrent neural networks
Sebek
Sebek technology
short-short time memory network
time series
time series modeling

biblio

An Adaptive Approach for Anomaly Detector Selection and Fine-Tuning in Time Series

Submitted by grigby1 on Tue, 01/21/2020 - 10:59am

Anomaly Detection
Compositionality
expandability
joint learning network
pubcrawl
resilience
Resiliency
self-adaption
time series
transfer learning

biblio

User Behavior Profiling Using Ensemble Approach for Insider Threat Detection

Submitted by grigby1 on Tue, 01/21/2020 - 10:24am

Anomaly Detection
behavioural sciences computing
CNN
collaboration
convolution
convolution neural network
convolution neural networks
convolutional neural nets
cyber security
ensemble hybrid machine learning
feature extraction
Human behavior
human behavior impact
insider threat
Insider Threat Detection
learning (artificial intelligence)
machine learning
malicious activities
Metrics
Monitoring
MSLSTM
multistate long short term memory
multistate LSTM
network walls
Neural networks
Organizations
policy-based governance
pubcrawl
resilience
Resiliency
security of data
Servers
spatial-temporal behavior features
time series
Time Series Anomaly Detection
user behavior action sequence
user behavior profiling

biblio

Detection of information security breaches in distributed control systems based on values prediction of multidimensional time series

Submitted by aekwall on Mon, 01/13/2020 - 11:18am

Kernel
Resiliency
Human behavior
pubcrawl
composability
Metrics
Training
convolutional neural networks
network attacks
process control
sensor data
control engineering computing
information security
time series
actuator data
control system security
data prediction
distributed control
distributed control systems
information security breaches detection
multidimensional time series
multidimensional time series values prediction
Time series analysis
actuator security

biblio

Intrusion Detection Model of SCADA Using Graphical Features

Submitted by aekwall on Mon, 12/02/2019 - 11:04am

security of data
Protocols
Industrial Control Systems
SCADA
SCADA systems
feature extraction
Resiliency
pubcrawl
composability
Metrics
pattern classification
production engineering computing
Mathematical model
Intrusion Detection
data set
power systems
data visualisation
industrial control
message transmission
time series
command injection attacks
classification model
command injection
denial of service
graphic area features
graphical features
iec 60870-5-104
information scanning
intrusion detection experiment environment
intrusion detection model
Intrusion Detection System (IDS)
Law
response injection
supervisory control and data acquisition (SCADA)
supervisory control and data acquisition system
time series features

biblio

Chaos-based Cryptography for Transmitting Multimedia Data over Public Channels

Submitted by aekwall on Mon, 11/25/2019 - 1:09pm

Cryptography
Receivers
Resiliency
pubcrawl
composability
internet
network security
Predictive Metrics
chaos
chaotic communication
chaotic cryptography
8-bit ASCII code
adaptive signal processing
bandwidth allocation
chaos-based cryptography
chaotic nonautonomous Duffing oscillator
Communication channels
crypto-analysis methods
Encryption technique
Lyapunov methods
Lyapunov-based adaptive technique
Multimedia communication
multimedia data
multimedia signals
multiple chaotic orbits
Oscillators
public communication channel
telecommunication channels
time series
Transmitters

biblio

Forecasting Cyberattacks as Time Series with Different Aggregation Granularity

Submitted by grigby1 on Tue, 11/12/2019 - 3:26pm

aggregation granularity
ARIMA
auto-regressive integrated moving average models
autoregressive moving average processes
Bayesian networks
belief networks
binary occurrence metrics
Computer crime
computer network security
Correlation
cyber attack occurrences
cyber defense
forecasting
incident count forecasting
intrusion detection methods
malicious activity
Malicious Traffic
malware
Metrics
potential external factors
Predictive models
predictive security metrics
pubcrawl
security
target configuration
time series
Time series analysis
time series construction
Uniform resource locators

biblio

Abnormal Item Detection Based on Time Window Merging for Recommender Systems

Submitted by grigby1 on Tue, 10/15/2019 - 1:41pm

abnormal item detection
abnormal item detection method
ATIAR
average time interval of abnormal rating
Big Data
CFRS
collaborative filtering
collaborative filtering recommendation system
computational cost
Conferences
DAR
data privacy
deviation of time interval of abnormal rating
distribution characteristics
DTIAR
false user profile recognition
Handheld computers
high detection rate
Human Factors
low false alarm rate
MovieLens
object detection
partition rating time series
pubcrawl
rating distribution characteristics RAR
ratio of abnormal rating
recommender systems
resilience
Resiliency
Scalability
security
security of data
shilling attacks
suspicious intervals
time overhead
time series
time window merging

biblio

Constructing Browser Fingerprint Tracking Chain Based on LSTM Model

Submitted by grigby1 on Fri, 04/05/2019 - 9:27am

security of data
resilience
pubcrawl
Human behavior
Metrics
Training
Browsers
computer architecture
Recurrent neural networks
online front-ends
Fingerprint recognition
tracking
Browser Security
Compositionality
LSTM
Resiliency
time series
Time series analysis
recurrent neural nets
browser fingerprint
browser fingerprint evolution
browser fingerprint tracking chain
input feature vector
LSTM model
Stability analysis
stateless tracking technique
track Web attackers
training set

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Cyber-Physical Systems Virtual Organization

Fostering collaboration among CPS professionals in academia, government, and industry

time series

Pattern Discovery in Intrusion Chains and Adversarial Movement

Network Penetration Identification Method Based on Interactive Behavior Analysis

An Adaptive Approach for Anomaly Detector Selection and Fine-Tuning in Time Series

User Behavior Profiling Using Ensemble Approach for Insider Threat Detection

Detection of information security breaches in distributed control systems based on values prediction of multidimensional time series

Intrusion Detection Model of SCADA Using Graphical Features

Chaos-based Cryptography for Transmitting Multimedia Data over Public Channels

Forecasting Cyberattacks as Time Series with Different Aggregation Granularity

Abnormal Item Detection Based on Time Window Merging for Recommender Systems

Constructing Browser Fingerprint Tracking Chain Based on LSTM Model