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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Support vector machines
biblio
An Ensemble Approach for Suspicious Traffic Detection from High Recall Network Alerts
Submitted by
grigby1
on Fri, 04/03/2020 - 12:19pm
Training
feature extraction
machine learning
Forestry
Support vector machines
pubcrawl
security
Kernel
Metrics
graph mining
search engines
web spam
webgraphs
predictive security metrics
biblio
DDoS Attack Mitigation through Root-DNS Server: A Case Study
Submitted by
grigby1
on Fri, 04/03/2020 - 12:19pm
Predictive models
machine learning
cyber security
Servers
IP networks
pubcrawl
computer network security
Support vector machines
Computer crime
telecommunication traffic
quality of service
Routing protocols
Metrics
anycast
DDoS
DDoS attack mitigation
domain name system
high availability
IP anycast
k-nearest neighbors
load balancing
Load management
logistic regression
Probes
Random Forest
resource allocation
RIPE Atlas
root dns
root-DNS server
traffic routing algorithms
true positive rate metric
predictive security metrics
biblio
Machine Learning Based Ransomware Detection Using Storage Access Patterns Obtained From Live-forensic Hypervisor
Submitted by
aekwall
on Mon, 03/23/2020 - 1:25pm
invasive software
Support vector machines
support vector machine
cyber-physical systems
learning (artificial intelligence)
Resiliency
pubcrawl
composability
Ransomware
Metrics
machine learning
cloud services
mobile devices
ransomware attacks
Internet of Things devices
Zero-day attacks
behavioral model
benign application
dynamic analysis
dynamic ransomware analysis
large-scale cyber attacks
live ransomware samples
live-forensic hypervisor
machine learning based ransomware detection
prevention systems
static ransomware analysis
storage access patterns
UK National Health Service
biblio
Artificial Neural Networks Optimized with Unsupervised Clustering for IDS Classification
Submitted by
grigby1
on Thu, 03/12/2020 - 12:03pm
signature based defense
pubcrawl
Artificial Neural Networks
Classification algorithms
Clustering algorithms
Data models
Intrusion Detection
machine learning
resilience
Resiliency
Scalability
Support vector machines
Traffic classification
x-means
biblio
Security Analytics For Heterogeneous Web
Submitted by
grigby1
on Wed, 02/26/2020 - 4:42pm
business data processing
data analysis
dynamic PAA
feature extraction
heterogeneous Web
internet
learning (artificial intelligence)
machine learning
machine learning algorithms
Measurement
Metrics
pattern classification
privacy
proactive behavior
Probabilistic Arithmetic Automata(PAA)
Probabilistic logic
pubcrawl
reconfigurable PAA
security
security analytics
security of data
Support Vector Machine (SVM) Classifier
Support vector machines
SVM classifier
threat vectors
tools
vulnerability detection tools
web applications
web services
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
invasive software
learning (artificial intelligence)
machine learning
malware
malware detection
Measurement
Metrics
privacy
pubcrawl
signature-based security systems
support vector machine
Support vector machines
SVM
threat vectors
Trojan Horse malware
biblio
DDoS Attacks Detection and Mitigation in SDN Using Machine Learning
Submitted by
grigby1
on Wed, 02/26/2020 - 4:42pm
Computer crime
computer network security
control systems
DDoS
DDoS attack detection
distributed denial-of-service attack
Floods
J48
k-nearest neighbors
machine learning
Measurement
Metrics
nearest neighbour methods
network topology
privacy
pubcrawl
Random Forest
random forests
SDN
SDN network
security threat protection
software defined networking
support vector machine
Support vector machines
threat vectors
WEKA
biblio
Hybrid Approach for Detecting DDOS Attacks in Software Defined Networks
Submitted by
grigby1
on Wed, 02/26/2020 - 4:42pm
and SVM
ANN
Bayesian network
central point
classified techniques
Computer crime
computer network management
computer network security
control systems
data flow
data set
DDoS Attacks
DDOS attacks detection
destructive attack
hybrid Machine Learning techniques
KNN
learning (artificial intelligence)
machine learning
machine learning algorithms
machine learning techniques
malicious flow
Measurement
Metrics
network flow
normal flow
open source product
packet flow
pattern classification
precision rate
privacy
pubcrawl
SDN controller
security policies
security threats
software defined networking
Software Defined Networks
support vector machine
Support vector machines
telecommunication traffic
threat vectors
unclassified techniques
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
Analysis of Cybersecurity Threats in Cloud Applications Using Deep Learning Techniques
Submitted by
grigby1
on Wed, 02/26/2020 - 4:41pm
cloud applications
Cloud Computing
cloud environments
Cybersecurity
cybersecurity threats
deep learning
deep learning techniques
deep neural networks
enterprise applications
enterprise grade security applications
IDS
learning (artificial intelligence)
Measurement
Metrics
neural nets
privacy
pubcrawl
security of data
Support vector machines
telecommunications equipment
threat vectors
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