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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
model extraction
biblio
DeepSteal: Advanced Model Extractions Leveraging Efficient Weight Stealing in Memories
Submitted by grigby1 on Tue, 12/20/2022 - 6:30pm
Computational modeling
rowhammer
bit leakage
white box cryptography
adversarial attack
model extraction
Clustering algorithms
Training data
composability
deep learning
privacy
Resiliency
resilience
Metrics
pubcrawl
Neural networks
Training
biblio
PRADA: Protecting Against DNN Model Stealing Attacks
Submitted by aekwall on Mon, 08/03/2020 - 9:38am
nontargeted adversarial examples
Adversarial Machine Learning
API queries
confidentiality protection
DNN model extraction attacks
DNN model stealing attacks
machine learning applications
ML models
model extraction attacks
model stealing
model extraction
PRADA
prediction accuracy
prediction API
prior model extraction attacks
stolen model
transferable adversarial examples
well-defined prediction APIs
Adversary Models
Neural networks
Scalability
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
Computational modeling
Metrics
neural nets
security of data
query processing
Business
Training
Mathematical model
Data mining
Predictive models
Deep Neural Network
application program interfaces
biblio
Efficiently Stealing your Machine Learning Models
Submitted by aekwall on Mon, 01/27/2020 - 9:19am
composability
ideal leakage
machine learning
model extraction
Predictive Metrics
pubcrawl
Resiliency
support vector machine
Support vector machines
support vector regression machine
