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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
gradient methods
biblio
Attribution Based Approach for Adversarial Example Generation
Submitted by aekwall on Thu, 05/13/2021 - 11:50am
Classification algorithms
Human behavior
pubcrawl
composability
Metrics
Neural networks
attribution
Perturbation methods
Systematics
Iterative algorithms
deep architecture
gradient methods
biblio
A Game-Theoretic Analysis of Cyber Attack-Mitigation in Centralized Feeder Automation System
Submitted by aekwall on Mon, 03/29/2021 - 11:48am
security of data
Scalability
game theory
Bayes methods
Resiliency
pubcrawl
simulation
particle swarm optimisation
particle swarm optimization
cyber-attacks
Economics
automation
probability
power engineering computing
power system security
fault tolerance
Games
cyber security
Human Factors
Fault tolerant systems
Predictive Metrics
game theoretic security
gradient methods
distribution network
attack resources
bayesian attack graph
centralized FA system
centralized feeder automation system
cyber attack-mitigation
distribution networks
FA
fault-tolerant location
fault-tolerant location technique
game-theoretic analysis
generalized reduced gradient algorithm
intelligent electronic devices
PSO.
security resources
three-stage game-theoretic framework
two-level zero-sum game model
biblio
Fooling A Deep-Learning Based Gait Behavioral Biometric System
Submitted by grigby1 on Thu, 03/04/2021 - 2:34pm
White Box Security
white box
security
adversarial learning attacks
Adversarial Machine Learning
authentication
authorisation
Biological system modeling
biometrics (access control)
black-box attack
Classification algorithms
composability
counter spoofing threats
deep learning (artificial intelligence)
Deep-learning
deep-learning based gait behavioral biometric system
end-user devices
extent FGSM
fast gradient sign method
FGSM
FGSM iterations
gait behavioral biometrics
gradient methods
LSTM
machine learning algorithms
machine learning model
mature techniques
Metrics
privacy
pubcrawl
resilience
Resiliency
shadow model
Training
user behavioral information
white-box attacks
biblio
Link Prediction Adversarial Attack Via Iterative Gradient Attack
Submitted by aekwall on Mon, 01/25/2021 - 1:01pm
security of data
data privacy
Task Analysis
learning (artificial intelligence)
Resiliency
pubcrawl
composability
graph theory
privacy
Robustness
neural nets
Prediction algorithms
security problem
Predictive models
Predictive Metrics
deep neural networks
Perturbation methods
gradient methods
attack graphs
adversarial attack
adversarial graph
deep models
defense
GAE
gradient attack (GA)
gradient attack strategy
gradient information
graph autoencode
graph evolved tasks
iterative gradient attack
Link prediction
link prediction adversarial attack problem
node classification
real-world graphs
trained graph autoencoder model
biblio
Mathematical Model For Information Security System Effectiveness Evaluation Against Advanced Persistent Threat Attacks
Submitted by grigby1 on Fri, 01/22/2021 - 1:38pm
security of data
pubcrawl
Human behavior
Metrics
resilience
Resiliency
Scalability
advanced persistent threat
APT
gradient methods
APT attack
advanced persistent threat attacks
Mathematical model
objective function
information security system
Investment
APT attacks
attack minimization
effectiveness evaluation
formulated efficiency criterion
generalized efficiency criterion
generalized reduced gradient method
information security controls optimization
information security system effectiveness evaluation
information security systems effectiveness
mathematical programming
security investment maximization
biblio
On the Effective Capacity of an Underwater Acoustic Channel under Impersonation Attack
Submitted by grigby1 on Wed, 01/20/2021 - 4:08pm
Acoustic Fingerprints
artificial neural network
Artificial Neural Networks
authentication
authentication constraints
channel coding
composability
effective capacity
feature-based authentication
gradient methods
gradient-descent technique
GTJ method
Human behavior
impersonation attack
Kuiper belt
malicious data
malicious node
markov chain
Markov processes
neural nets
probability
pubcrawl
Quality-of-Service
resilience
Resiliency
state-transition probabilities
telecommunication computing
telecommunication security
threshold-based decoding error model
underwater acoustic
underwater acoustic channel
underwater acoustic communication
UWA channel
wireless channels
biblio
Adversarial Perturbations Fool Deepfake Detectors
Submitted by grigby1 on Fri, 01/15/2021 - 12:02pm
Training
Unsupervised Learning
convolutional neural nets
Neural networks
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Scalability
Perturbation methods
Electronics packaging
resilience
gradient methods
adversarial perturbations
feature extraction
Detectors
generative adversarial networks
image enhancement
DeepFake
faces
Deep Image Prior
deepfake detectors
deepfake image enhancement
Deepfakes
fast gradient sign method
generative convolutional neural networks
image restoration
Lipschitz regularization
biblio
Secure Federated Averaging Algorithm with Differential Privacy
Submitted by aekwall on Mon, 01/11/2021 - 1:42pm
security of data
Scalability
Servers
data privacy
Data models
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
privacy
convergence
convergence rate
Prediction algorithms
Analytical models
client-server systems
differential privacy
Stochastic processes
gradient methods
distributed machine learning
Gaussian noise
federated learning
message exchange
stochastic gradient descent
algorithm communication efficiency
client sensitive information
convergence analysis
differential attacks
federating averaging algorithm
local model parameters
message obfuscation
Model averaging
secure FedAvg algorithm
secure federated averaging algorithm
biblio
The Value of Collaboration in Convex Machine Learning with Differential Privacy
Submitted by aekwall on Mon, 01/11/2021 - 1:41pm
Scalability
data privacy
Data models
Support vector machines
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
privacy
Computational modeling
Prediction algorithms
Training
machine learning
regression analysis
collaboration
differential privacy
gradient methods
fraud
financial data processing
privacy budget
multiple data owners
convex machine learning
credit card fraud detection
differentially-private gradient queries
differentially-private gradients
distributed datasets
distributed private data
financial datasets
fitness cost
loan interest rates
nonoverlapping training datasets
privacy-aware data owners
privacy-aware learning algorithms
Regression
Stochastic gradient algorithm.
stochastic gradient descent
biblio
An Improved Collaborative Filtering Recommendation Algorithm Based on Differential Privacy
Submitted by aekwall on Mon, 01/11/2021 - 1:40pm
Scalability
data privacy
Resiliency
Human behavior
pubcrawl
composability
collaborative filtering
privacy
Prediction algorithms
Stochastic processes
software engineering
Predictive models
differential privacy
privacy protection
recommender systems
Perturbation methods
gradient methods
differential privacy protection
Matrix decomposition
matrix factorization
centralized recommendation
collaborative filtering recommendation model
differential privacy constraint
differential privacy matrix factorization model
MovieLens
Netflix
noise matrix factorization model
potential characteristic matrix
recommendation accuracy loss
recommendation systems
stochastic gradient descent algorithm
ε-differential privacy
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