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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Perturbation methods
biblio
Query-Efficient Black-Box Attack by Active Learning
Submitted by
aekwall
on Mon, 07/20/2020 - 10:55am
Cryptography
learning (artificial intelligence)
Resiliency
pubcrawl
composability
Metrics
Neural networks
query processing
Labeling
Training
convolutional neural nets
machine learning model
Entropy
Deep Neural Network
Jacobian matrices
Perturbation methods
Learning systems
MNIST dataset
active learning
active learning strategy
adversarial attack
CIFAR-10 dataset
generated adversarial examples
query efficiency
query-efficient black-box attack
white-box attack approaches
white-box attack methods
white box cryptography
biblio
Adversarial Machine Learning Attack on Modulation Classification
Submitted by
grigby1
on Fri, 07/03/2020 - 5:05pm
Adversarial Machine Learning
adversarial machine learning attack
adversarial ML examples
Carlini & Wagner attack
cognitive self-driving networks
Deterrence
Human behavior
learning (artificial intelligence)
Mathematical model
ML models
ML-based modulation classification methods
ML-based modulation classifiers
modulation
Modulation classification
pattern classification
Perturbation methods
pubcrawl
resilience
Resiliency
Robustness
Scalability
security of data
Signal to noise ratio
Support vector machines
Task Analysis
biblio
Adversarial Video Captioning
Submitted by
grigby1
on Fri, 07/03/2020 - 1:15pm
security of data
Scalability
computer architecture
Task Analysis
pubcrawl
Metrics
Resiliency
resilience
Force
learning (artificial intelligence)
machine learning
deep learning
optimization
computer vision
Perturbation methods
video signal processing
adversarial
adversarial attack
Adversarial Machine Learning
adversarial machine learning techniques
adversarial video captioning
cosine similarity
deep learning models
image captioning attack
image captioning attacks
image domain
Streaming media
target captions
targeted
targeted attacks
video captioning
video captioning model
video captioning task
video domain
video playback quality
video stream
video streaming
deep video
biblio
A Topology Based Differential Privacy Scheme for Average Path Length Query
Submitted by
aekwall
on Mon, 06/22/2020 - 11:19am
Scalability
data privacy
Resiliency
Human behavior
pubcrawl
composability
privacy
data availability
query processing
differential privacy
privacy protection
Sensitivity
Perturbation methods
Erbium
Euclidean distance
network topology
APL query
average path length query
data query
differential privacy security mechanism
edge-weighted privacy protection
network vertices
node privacy protection
privacy control parameters
query function
topology based differential privacy scheme
biblio
Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection
Submitted by
grigby1
on Fri, 06/19/2020 - 11:49am
adversarial examples
adversarial images
computer architecture
computer vision
computer vision tasks
convolutional neural nets
deep learning
deep neural networks
discriminative noise injection strategy
distortion
dominant layers
false positive rate
false trust
layer directed discriminative noise
learning (artificial intelligence)
machine learning
MobileNet
natural images
natural scenes
Neural networks
noninvasive universal perturbation attack
Perturbation methods
policy-based governance
Policy-Governed Secure Collaboration
pubcrawl
resilience
Resiliency
Scalability
Sensitivity
Training
biblio
PRESERVING PARAMETER PRIVACY IN SENSOR NETWORKS
Submitted by
aekwall
on Mon, 04/20/2020 - 10:24am
pubcrawl
wireless sensor networks
privacy
Metrics
Indexes
sensor fusion
Noise measurement
data privacy
Silicon
sensor networks
Perturbation methods
Loss measurement
linear model
Cramér-Rao lower bound
Cramér-Rao lower bounds
decentralized sensors.
inference allowance
information privacy
parameter estimation
parameter privacy preservation
perturbation
predefined privacy gain threshold
privacy gain functions
private parameter estimation
public parameter estimation
utility loss
privacy models and measurement
biblio
PRESERVING PARAMETER PRIVACY IN SENSOR NETWORKS
Submitted by
aekwall
on Mon, 04/20/2020 - 10:24am
pubcrawl
wireless sensor networks
privacy
Metrics
Indexes
sensor fusion
Noise measurement
data privacy
Silicon
sensor networks
Perturbation methods
Loss measurement
linear model
Cramér-Rao lower bound
Cramér-Rao lower bounds
decentralized sensors.
inference allowance
information privacy
parameter estimation
parameter privacy preservation
perturbation
predefined privacy gain threshold
privacy gain functions
private parameter estimation
public parameter estimation
utility loss
privacy models and measurement
biblio
Adversarial Defense via Learning to Generate Diverse Attacks
Submitted by
grigby1
on Fri, 04/17/2020 - 10:58am
adversarial defense
Adversarial training
black-box attacks
classification performance
composability
Compositionality
deep learning
deep neural networks
deterministic generator
Generators
learning (artificial intelligence)
machine learning
malicious attacks
Metrics
neural nets
Neural networks
one-shot perturbation
optimization
pattern classification
Perturbation methods
pubcrawl
recursive generator
resilience
Resiliency
Robustness
security of data
stochastic generator
Training
White Box Security
biblio
Component-Based Refinement and Verification of Information-Flow Security Policies for Cyber-Physical Microservice Architectures
Submitted by
grigby1
on Fri, 04/03/2020 - 12:05pm
CoCoME case study
collaboration
computer architecture
cyber-physical microservice architectures
cyber-physical systems
Formal Specification
individual microservices
Information Flow
information leaks
Information systems
information-flow security policies
macro-level policy
macro-level security policy
message passing
microservice architectural style
microservices
Perturbation methods
Policy Based Governance
policy-based governance
protocol verification
Protocols
pubcrawl
real-time behavior
resulting microlevel policies
security
security of data
security restrictions
Servers
service-oriented architecture
software architects
biblio
Malware Evasion Attack and Defense
Submitted by
grigby1
on Tue, 02/18/2020 - 11:53am
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 classifier
ML-based malware detector
pattern classification
Perturbation methods
pubcrawl
resilience
Resiliency
security
Training
Training data
white box cryptography
White Box Security
white-box evasion attacks
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