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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Perturbation methods
biblio
Malware Evasion Attack and Defense
Submitted by
grigby1
on Tue, 02/18/2020 - 10:53am
adversarial example
adversarial examples
Adversarial Machine Learning
black-box attacks
composability
Data models
defense
defense approaches
Detectors
Evasion Attack
grey-box evasion attacks
invasive software
learning (artificial intelligence)
machine learning classifiers
malware
malware detection systems
malware evasion attack
Metrics
ML-based malware detector
ML classifier
pattern classification
Perturbation methods
pubcrawl
resilience
Resiliency
security
Training
Training data
white box cryptography
white-box evasion attacks
biblio
Towards Understanding Limitations of Pixel Discretization Against Adversarial Attacks
Submitted by
grigby1
on Tue, 02/18/2020 - 10:52am
adversarial attacks
Artificial Neural Networks
composability
Cryptography
Data models
deep learning
ImageNet
Image Processing
low computational overhead
machine learning
Measurement
Metrics
MNIST
neural nets
Neural networks
Perturbation methods
pixel discretization
pixel discretization defense method
preprocessing defense
preprocessing defense methods
pubcrawl
resilience
Resiliency
Robustness
Training
white-box attacks
white box cryptography
biblio
A Robust Control Architecture for Mitigating Sensor and Actuator Attacks on PV Converter
Submitted by
aekwall
on Mon, 01/13/2020 - 11:17am
security of data
Computer crime
cyber-physical systems
Resiliency
Human behavior
pubcrawl
composability
Metrics
robust control
Cybersecurity
uncertainty
actuators
actuator attacks
control system synthesis
controller design
DC-DC photovoltaic converter
DC-DC power convertors
injected attack signals
mitigating potential cyberattacks
mitigating sensor
p-synthesis robust control architecture
Perturbation methods
Photovoltaic Converter
photovoltaic power systems
PV converter system
Sensor and Actuator Attacks
system state matrix
system uncertainty perturbations
μ-synthesis robust controller exhibits
actuator security
biblio
TMk-Anonymity: Perturbation-Based Data Anonymization Method for Improving Effectiveness of Secondary Use
Submitted by
grigby1
on Thu, 01/31/2019 - 11:19am
anonymity
anonymization
composability
gaussian distribution
Global Positioning System
Human behavior
Human Factors
k-anonymity
Metrics
perturbation
Perturbation methods
Pk-anonymity
privacy
privacy preservation
pubcrawl
resilience
Resiliency
TMk-anonymity
biblio
Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser
Submitted by
aekwall
on Wed, 01/16/2019 - 1:10pm
Predictive models
resilience
pubcrawl
Metrics
composability
Training
Adaptation models
Neural networks
Perturbation methods
Image reconstruction
noise reduction
White Box Security
biblio
Fooling End-To-End Speaker Verification With Adversarial Examples
Submitted by
aekwall
on Wed, 01/16/2019 - 1:10pm
security of data
standards
resilience
pubcrawl
Metrics
composability
speaker recognition
Training
Task Analysis
neural nets
Neural networks
Perturbation methods
adversarial examples
Automatic speaker verification
automatic speaker verification systems
black-box attacks
deep end-to-end network
end-to-end deep neural models
fooling end-to-end speaker verification
Mel frequency cepstral coefficient
MFCC
NTIMIT
original speaker examples
YOHO
White Box Security
biblio
Audio Adversarial Examples: Targeted Attacks on Speech-to-Text
Submitted by
aekwall
on Wed, 01/16/2019 - 1:10pm
security of data
optimisation
resilience
pubcrawl
Metrics
composability
Speech recognition
Neural networks
Perturbation methods
adversarial example
audio waveform
automatic speech recognition
distortion
Distortion measurement
Iterative methods
Mozilla implementation DeepSpeech end
neural network
Probability distribution
speech-to-text
targeted attacks
targeted audio adversarial examples
white-box iterative optimization-based attack
White Box Security
biblio
Black-Box Generation of Adversarial Text Sequences to Evade Deep Learning Classifiers
Submitted by
aekwall
on Wed, 01/16/2019 - 1:10pm
adversarial samples
adversarial text sequences
black box attack
black-box attack
black-box generation
character-level transformations
composability
deep learning
deep learning classifiers
DeepWordBug
Enron spam emails
IMDB movie reviews
learning (artificial intelligence)
machine learning
Metrics
misclassification
pattern classification
Perturbation methods
Prediction algorithms
program debugging
pubcrawl
real-world text datasets
Recurrent neural networks
resilience
scoring strategies
sentiment analysis
Task Analysis
text analysis
text classification
text input
text perturbations
White Box Security
word embedding
biblio
Toward a Sensor Trustworthiness Measure for Grid-Connected IoT-Enabled Smart Cities
Submitted by
grigby1
on Mon, 11/19/2018 - 11:31am
Analytical models
bulk power systems
Compositionality
critical infrastructures
cyber physical systems
cyber-physical modeling
cyber-physical systems
grid-connected IoT-enabled smart cities
Hardware
Human behavior
Human Factors
Internet of Things
large-scale critical infrastructure systems security
malevolent IoT devices
Perturbation methods
power engineering computing
power system security
power systems
pubcrawl
resilience
Resiliency
security
Security Metrics
security of data
sensor trustworthiness measure
sensor verification
situational awareness
smart cities
Smart Grid Sensors
Smart Grids
smart power grids
Trusted Computing
trustworthy power generation
wireless sensor networks
biblio
Preserving Friendly-Correlations in Uncertain Graphs Using Differential Privacy
Submitted by
grigby1
on Fri, 09/28/2018 - 10:58am
adversary knowledge
Algorithm design and analysis
algorithm privacy
associated probability
background knowledge attack
composability
Correlation
data privacy
data utility
differential privacy
friendly-correlation preservation
general model
graph theory
Human behavior
obfuscation algorithm
original graph
Perturbation methods
privacy
privacy preserving
probability
pubcrawl
Resiliency
Scalability
Sensitivity
Social network services
social networking (online)
social-network data
social-network data publishing
uncertain form
uncertain graph
uncertain graphs
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