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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Decision trees
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
biblio
A White-Box Decision Tree-Based Preventive Strategy for Real-Time Islanding Detection Using Wide-Area Phasor Measurement
Submitted by aekwall on Mon, 01/31/2022 - 4:12pm
Reliability
real-time systems
pubcrawl
Metrics
Resiliency
composability
Rotors
Generators
Decision trees
power system stability
Decision tree-based strategy
Islanding
power system dynamic security
power system reliability
wide-area phasor measurement systems
White Box Security
biblio
A Distributed Denial of Service Attack Detection System using Long Short Term Memory with Singular Value Decomposition
Submitted by aekwall on Mon, 01/10/2022 - 12:53pm
machine learning
Attack vectors
SVD
Naive Bayes
distributed denial of service
denial-of-service attack
Decision trees
LSTM
telecommunication traffic
Support vector machines
Human behavior
Resiliency
Scalability
pubcrawl
feature extraction
Training
deep learning
biblio
DDOS Attack Detection Accuracy Improvement in Software Defined Network (SDN) Using Ensemble Classification
Submitted by aekwall on Mon, 01/10/2022 - 12:53pm
simulation
information security
Support vector machines
internet
Servers
SDN
pubcrawl
Scalability
Resiliency
Human behavior
POX controller
Decision trees
denial-of-service attack
Accuracy
DDoS Attack
Attack vectors
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