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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
machine learning
biblio
Machine Learning-Based Network Vulnerability Analysis of Industrial Internet of Things
Submitted by
grigby1
on Fri, 09/18/2020 - 2:08pm
Internet of Things
learning (artificial intelligence)
security of data
machine learning
data analysis
pubcrawl
resilience
Resiliency
intrusion detection system
Intrusion Detection
production engineering computing
composability
network security
Protocols
Structured Query Language
Metrics
vulnerability assessment
cyber-attacks
machine learning (ML)
SQL
IDS
Big Data Analytics
electromagnetic interference
cyber attack
cyber-vulnerability assessment
IIoT systems
Industrial Internet of Things
Industrial Internet of Things (IIoT)
intrusion detection solutions
structuredquery language injection attacks
supervisory control and data acquisition (SCADA)
command injection attacks
biblio
Detection of Phishing Attacks with Machine Learning Techniques in Cognitive Security Architecture
Submitted by
aekwall
on Mon, 09/14/2020 - 12:32pm
Cryptography
Big Data
machine learning algorithms
learning (artificial intelligence)
pubcrawl
composability
machine learning
Computer crime
internet
Cybersecurity
machine learning techniques
data analysis
Python
Artificial Intelligence
Phishing
Data Analytics
Uniform resource locators
Compositionality
computational intelligence
Artificial Neural Networks
cognitive security application
cognitive security architecture
cybersecurity analysts
phishing web attacks detection
python tools
URL analysis
biblio
SHIELDNET: An Adaptive Detection Mechanism against Vehicular Botnets in VANETs
Submitted by
grigby1
on Fri, 09/11/2020 - 12:08pm
learning (artificial intelligence)
machine learning
machine learning algorithms
pubcrawl
Resiliency
computer network security
internet
Protocols
standards
invasive software
botnets
vehicular ad hoc networks
Metrics
Compositionality
road safety
Intrusion Detection
botnet
collision avoidance
adaptive detection mechanism
efficiency 77.0 percent
inter-vehicular communications
Internet botnets
Reputation-Based Security
SHIELDNET
VANET Security
vehicular botnet attacks
vehicular botnet communication
vehicular botnets
vehicular bots
biblio
Creation of Adversarial Examples with Keeping High Visual Performance
Submitted by
grigby1
on Fri, 09/11/2020 - 11:46am
learning (artificial intelligence)
machine learning
CNN
convolutional neural nets
Neural networks
pubcrawl
Human behavior
security
Mathematical model
composability
Perturbation methods
Resistance
image classification
adversarial examples
visualization
convolutional neural network
image recognition
captchas
CAPTCHA
artificial
character images
character recognition
character string CAPTCHA
convolutional neural network (CNN)
FGSM
high visual performance
human readability
image recognition technology
intelligence
biblio
Exploring Adversaries to Defend Audio CAPTCHA
Submitted by
grigby1
on Fri, 09/11/2020 - 11:44am
learning (artificial intelligence)
authorisation
machine learning
machine learning algorithms
security
pubcrawl
Human behavior
internet
deep learning
composability
Classification algorithms
neural nets
Speech recognition
deep learning models
Web sites
attack models
handicapped aids
Noise measurement
captchas
CAPTCHA
adversarial audio captcha
adversarial audio datasets
adversarial examples attack
attack accuracy
basic iterative method
BIM
bots
deepFool
distortion
medium background noise
near-sighted users
single audio captcha
spoken digits
Web-based authentication method
websites
biblio
Machine Learning Bluetooth Profile Operation Verification via Monitoring the Transmission Pattern
Submitted by
grigby1
on Fri, 09/04/2020 - 4:27pm
security
telecommunication security
pubcrawl
composability
Resiliency
resilience
Human behavior
machine learning
feature extraction
classifier
learning (artificial intelligence)
cyber physical systems
formal verification
Decision Tree
system-on-chip
telecommunication computing
Bluetooth
Blue-tooth
Bluetooth profile operation verification
Bluetooth SoC
Bluetooth System-on-Chip
communication complexity
custom low-frequency integrated circuit
electronic engineering computing
Hardware Security
hardware-software security
integrated circuit manufacture
k-nearest neighbor
license communication IC
low computational complexity
low-cost legacy technology
mobile radio
profile classification algorithm
radio frequency output power
RF envelope detector
RF output power
RF Power
signal classification
smart descriptive time-domain feature extraction
Supervisory Circuit
support vector machine
transmission pattern
Cyber Physical System
bluetooth security
biblio
Synonym-based Attack to Confuse Machine Learning Classifiers Using Black-box Setting
Submitted by
grigby1
on Fri, 09/04/2020 - 4:11pm
Cryptography
computer network security
invasive software
feature extraction
social networking (online)
Artificial Intelligence
pubcrawl
composability
Metrics
Resiliency
resilience
pattern classification
Training
learning (artificial intelligence)
machine learning
deep learning
Predictive models
testing
ML models
black-box setting
black-box attack
Blogs
bot tweets
bots
convolutional neural network
deep learning classifiers
machine learning algorithms
machine learning classifiers
ML-based bot detection algorithms
ML-based models
popular content sharing platform
supervised learning
synonym-based attack
vulnerability constraints
Black Box Security
biblio
Black-box Adversarial Machine Learning Attack on Network Traffic Classification
Submitted by
grigby1
on Fri, 09/04/2020 - 4:10pm
security
computer network security
telecommunication traffic
Data models
machine learning
pubcrawl
composability
Metrics
Resiliency
resilience
pattern classification
Training
learning (artificial intelligence)
Support vector machines
Neural networks
Perturbation methods
Adversarial Machine Learning
telecommunication computing
adversarial perturbations
adversarial threats
autonomous networks
black-box adversarial attack
black-box adversarial machine
deep machine learning models
deep machine learning techniques
deep machine learning-based classifiers
Network traffic classification
security threat
Black Box Security
biblio
Identification of Darknet Markets’ Bitcoin Addresses by Voting Per-address Classification Results
Submitted by
grigby1
on Fri, 09/04/2020 - 3:58pm
data privacy
Scalability
feature extraction
machine learning
pubcrawl
Human behavior
blockchain
cryptocurrencies
Roads
Distributed databases
drugs
bitcoin
financial data processing
bitcoin security
Bitcoin transactions
classification
common ledger
darknet markets
decentralized digital currency
DNM
forensic
illegal products
law enforcement
Measurement
security forensics aspect
voting per-address classification
Weapons
biblio
Machine Learning Based IoT Edge Node Security Attack and Countermeasures
Submitted by
grigby1
on Fri, 09/04/2020 - 3:38pm
Cryptography
Internet of Things
security
Cloud Computing
Servers
computer network security
Protocols
authentication
computer architecture
machine learning
cloud server
pubcrawl
IoT networks
IoT
IoT devices
learning (artificial intelligence)
Human Factors
policy-based governance
authentic PUFs
cloned PUF devices
Cloning
cloning accuracy
highly connected ecosystem
IoT edge node security attack
machine-learning based countermeasure
malicious attack
malicious PUF modeling
noninvasive architecture independent machine learning attack
physically unclonable functions
PUF
PUF architecture
PUF designs
PUF structure
two-stage brute force attack model
ubiquitous computing devices
brute force attacks
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