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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Decision trees
biblio
From Decision Trees and Neural Networks to MILP: Power System Optimization Considering Dynamic Stability Constraints
Submitted by aekwall on Fri, 08/26/2022 - 12:10pm
Neural networks
optimization
pubcrawl
Resiliency
composability
Europe
Decision trees
Predictive Metrics
power system stability
Power system dynamics
differential equations
Dynamical Systems
biblio
A Machine Learning based Threat Intelligence Framework for Industrial Control System Network Traffic Indicators of Compromise
Submitted by aekwall on Thu, 06/09/2022 - 11:39am
industrial control
scalable systems
network traffic
IOC
indicators of compromise
ICs
industrial control system
threat intelligence
critical infrastructure
integrated circuits
control systems
Decision trees
telecommunication traffic
Industrial Control Systems
Resiliency
Scalability
pubcrawl
machine learning
biblio
Insider Attack: Internal Cyber Attack Detection Using Machine Learning
Submitted by grigby1 on Tue, 06/07/2022 - 11:08am
Prediction algorithms
Randomized Weighted Majority Algorithm (RWMA)
random forest (RF)
insider attack
Fuzzy Membership Function
Data granularity
machine learning (ML)
insider threat
Transforms
parallel processing
machine learning algorithms
Metrics
Decision trees
composability
Radio frequency
policy-based governance
Human behavior
pubcrawl
Neural networks
cyber security
biblio
SnapCatch: Automatic Detection of Covert Timing Channels Using Image Processing and Machine Learning
Submitted by grigby1 on Tue, 04/19/2022 - 3:14pm
Image Processing
timing
Scalability
Resiliency
resilience
quality of service
pubcrawl
machine learning algorithms
machine learning
composability
feature extraction
Entropy
detection
Decision trees
Covert timing channels
covert channels
Compositionality
biblio
A Tree-Based Machine Learning Methodology to Automatically Classify Software Vulnerabilities
Submitted by grigby1 on Mon, 04/18/2022 - 2:36pm
Manuals
Software Vulnerability categorization
Software
security weaknesses
security
Resiliency
resilience
random forests
pubcrawl
policy-based governance
Conferences
machine learning
Human behavior
Hardware
gradient boosting
Forestry
Decision trees
Databases
Cyber-security
biblio
DDoS Attack Detection System using Apache Spark
Submitted by grigby1 on Wed, 04/13/2022 - 10:31am
Scalability
distributed processing
Classification of DDos attack
DDoS attack detection
HDFS
denial-of-service attack
DDoS Attack
Cluster Computing
apache spark
Training
Metrics
Decision trees
telecommunication traffic
Resiliency
resilience
Human behavior
pubcrawl
machine learning
biblio
A Hybrid Machine Learning and Data Mining Based Approach to Network Intrusion Detection
Submitted by aekwall on Wed, 03/23/2022 - 9:22am
network intrusion detection
k-nearest neighbors
Inference Detection
support vector machine
intrusion
Naive Bayes
Network interfaces
Predictive Metrics
Decision trees
Support vector machines
Decision Tree
testing
composability
Resiliency
pubcrawl
machine learning
Training
biblio
Big Data Nearest Neighbor Similar Data Retrieval Algorithm based on Improved Random Forest
Submitted by grigby1 on Tue, 03/08/2022 - 2:53pm
Training
feature extraction
pubcrawl
Data models
Big Data
computer science
Decision trees
Metrics
nearest neighbor search
Hamming distance
Measurement
search algorithm
improve random forest
similar data
biblio
Efficient Acceleration of Decision Tree Algorithms for Encrypted Network Traffic Analysis
Submitted by grigby1 on Tue, 03/01/2022 - 4:19pm
Pipelines
Wires
Vegetation
threat
telecommunication traffic
Table lookup
Scalability
Resiliency
resilience
pubcrawl
Acceleration
network on chip security
Network
Metrics
detection
Decision trees
Decision Tree
Cryptography
composability
biblio
Pixel-based Feature for Android Malware Family Classification using Machine Learning Algorithms
Submitted by aekwall on Mon, 02/07/2022 - 5:05pm
support vector machine
scientific computing
Random Forest
pixel-based
Naive Bayes
k-nearest neighbours
malware classification
Gray-scale
support vector machine classification
Android malware
privacy
Predictive Metrics
Decision trees
Decision Tree
malware
Human behavior
Resiliency
pubcrawl
machine learning algorithms
machine learning
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