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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Membership-Inference
biblio
Adversary Instantiation: Lower Bounds for Differentially Private Machine Learning
Submitted by aekwall on Mon, 12/20/2021 - 11:30am
differential privacy
Adversary Models
Upper bound
Toxicology
Membership-Inference
machine-learning
DP-SGD
Differentially-private-(DP)-machine-learning
Differentially-private
Deep-learning
privacy
Human behavior
Resiliency
Metrics
Scalability
pubcrawl
Games
Training
deep learning
biblio
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-Box Inference Attacks against Centralized and Federated Learning
Submitted by grigby1 on Tue, 02/18/2020 - 10:52am
Resiliency
Inference-Attacks
learning (artificial intelligence)
Membership-Inference
Metrics
neural nets
privacy
privacy leakage
pubcrawl
resilience
inference mechanisms
stochastic gradient descent algorithm
Stochastic processes
Stochastic-Gradient-Descent
Training
Training data
white box cryptography
White Box Security
white-box membership inference attacks
data privacy
active white-box inference attacks
black-box attacks
centralized learning
CIFAR dataset
composability
comprehensive privacy analysis
Computational modeling
Data models
active membership inference attacks
deep learning
deep learning models
deep neural networks
Deep-learning
federated learning setting
Federated-Learning
gradient methods
Inference algorithms
