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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Decision trees
biblio
Predicting and Preventing Malware in Machine Learning Model
Submitted by
grigby1
on Thu, 07/09/2020 - 1:57pm
data deletion
Scalability
privacy
AdaBoost
Algorithm robustness enhancement
Causative attack
Classification algorithms
Compositionality
Data models
data privacy
Data Sanitization
Decision Tree
Decision trees
exploratory attack
Human behavior
Human Factors
invasive software
K-nearest-neighbors classifier
KNN classifier
machine learning
machine learning algorithms
machine learning model
malware prediction
malware prevention
pattern classification
Predictive models
privacy preserving technique
pubcrawl
Random Forest
random forests
resilience
Resiliency
security
support vector machine
Support vector machines
Training
biblio
A Differential Privacy Random Forest Method of Privacy Protection in Cloud
Submitted by
aekwall
on Mon, 06/22/2020 - 11:19am
Cloud Computing
Scalability
data privacy
Classification algorithms
Random Forest
Resiliency
Human behavior
pubcrawl
composability
privacy
pattern classification
Prediction algorithms
Decision trees
differential privacy
privacy protection
classification accuracy
Forestry
differential privacy protection
differential privacy random forest method
high classification performance
high privacy protection
hybrid decision tree algorithm
random forest algorithm
random forest classification algorithm
biblio
A Hybrid Packet Classification Algorithm Based on Hash Table and Geometric Space Partition
Submitted by
aekwall
on Mon, 06/08/2020 - 11:33am
computer network security
Memory management
security
Classification algorithms
network security
Resiliency
pubcrawl
pattern classification
pattern matching
Communication networks
Decision trees
aerospace computing
Partitioning algorithms
Compositionality
tree data structures
Time complexity
aerospace communication
classification performance
classification speed
complex network conditions
existing classification schemes
geometric space partition
hash
hash matching
hash table
HGSP algorithm
high-speed packet classification requirement
huge packets
hybrid packet classification algorithm
integrated space-ground network
ISGN
packet classification
tradition network
traditional Hicuts algorithm
hash algorithms
biblio
Decision Tree based AIS strategy for Intrusion Detection in MANET
Submitted by
aekwall
on Tue, 05/26/2020 - 11:04am
security of data
telecommunication security
Resiliency
pubcrawl
Decision Tree
batteries
Routing protocols
Routing
Metrics
Immune system
Decision trees
MANET
mobile ad hoc networks
fixed infrastructure
security measures
Compositionality
wireless networks
Artificial Intelligence
artificial immune systems
intrusion detection system
MANET security
wired networks
AIS strategy
artificial immune system
artificial immune system strategy
battlefield communications
Cheat Node
cheat nodes
critical scenarios
Intrusion Detection strategy
multihop communication
natural disaster
network communications
Pathogens
reduced packet delivery ratio
security strategies
biblio
HealthGuard: A Machine Learning-Based Security Framework for Smart Healthcare Systems
Submitted by
grigby1
on Fri, 04/10/2020 - 12:53pm
Internet of Things
security
computer network security
Scalability
internet
health care
medical information systems
pubcrawl
Metrics
Resiliency
resilience
Human behavior
random forests
neural nets
Anomaly Detection
artificial neural network
critical medical conditions
Decision Tree
Decision trees
diseases
Healthcare
healthguard
implantable medical devices
Internet-of-Things
k-nearest neighbor
machine learning-based detection techniques
machine learning-based security framework
malicious activities detection
malicious threats
medical emergency
nearest neighbour methods
patient monitoring
pervasive computing
Random Forest
SHS
Smart Healthcare System
smart healthcare systems
smart medical devices
Pervasive Computing Security
Human Factors
biblio
Threshold Based Optimization of Performance Metrics with Severely Imbalanced Big Security Data
Submitted by
grigby1
on Fri, 04/03/2020 - 12:18pm
learning (artificial intelligence)
security of data
pubcrawl
machine learning techniques
Big Data
pattern classification
Metrics
area under the receiver operating characteristic curve
AUC
C4.5N decision tree
class imbalance
classification threshold
classifier performance
classifier predictive models
cyber security domain
Decision trees
imbalanced big dataset
optimisation
Performance Metrics
severely imbalanced big security data
severely imbalanced slow HTTP DoS attack data
Slow HTTP POST
threshold based optimization
predictive security metrics
biblio
The Best of Both Worlds: Challenges in Linking Provenance and Explainability in Distributed Machine Learning
Submitted by
aekwall
on Mon, 03/30/2020 - 11:33am
Data models
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
Computational modeling
Metrics
machine learning
Distributed databases
data analysis
Entropy
Provenance
distributed system
Decision trees
data provenance
distributed computing
machine learning models
basic transformations
consistent data
data analysis pipeline
data pre-processing steps
data preparation
distributed file system
distributed machine learning
distributed setting
end-to-end explainability
entire data set
explainable machine learning
explainable models
homogeneous data
linking provenance
machine learning experts
single data
biblio
Malware Detection Using Honeypot and Machine Learning
Submitted by
grigby1
on Wed, 02/26/2020 - 4:42pm
Adware malware
computer malware
computer viruses
Decision Tree
Decision trees
digital signatures
firewalls
honeypot
honey pots
Human Factors
invasive software
learning (artificial intelligence)
machine learning
malware
malware detection
Measurement
Metrics
privacy
pubcrawl
Resiliency
Scalability
signature-based security systems
support vector machine
Support vector machines
SVM
threat vectors
Trojan Horse malware
biblio
Using Machine Learning to Detect DoS Attacks in Wireless Sensor Networks
Submitted by
grigby1
on Wed, 02/26/2020 - 4:41pm
attack signature
computer network security
Decision trees
decision trees technique
denial of service
denial-of-service attack
DoS attacks
hardware resources
intrusion detection system
intrusion detection-and-prevention system
learning (artificial intelligence)
machine learning techniques
Measurement
Metrics
privacy
pubcrawl
Routing protocols
security
security threats
Support vector machines
threat vectors
wireless sensor networks
WSN
biblio
QoE-Driven Anomaly Detection in Self-Organizing Mobile Networks Using Machine Learning
Submitted by
grigby1
on Mon, 02/17/2020 - 5:14pm
Anomaly Detection
composability
Computational modeling
Data models
Decision trees
dysfunctional serving eNodeBs
dysfunctional serving nodes
end-user experience
green mobile communication networks
learning (artificial intelligence)
machine learning
mobile computing
mobile radio
network scenario
network-centric approaches
ns-3
ns-3 network simulator
parametric QoE model
Predictive models
pubcrawl
qoe
QoE-driven anomaly detection
quality of experience
resilience
Resiliency
self-healing networks
self-organizing mobile networks
SON
system model
telecommunication computing
user-centric approach
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