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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
ImageNet
biblio
Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search
Submitted by grigby1 on Fri, 05/22/2020 - 1:34pm
adversarial image
Web-scale nearest-neighbor search
Web-scale image database
Visual Reasoning
visual databases
representation learning
nearest-neighbor defense settings
Large Scale Methods
ImageNet
image representation
image manifold
Datasets and Evaluation
data distribution
security of data
nearest neighbor search
convolutional networks
adversarial perturbations
nearest neighbour methods
Measurement
Metrics
deep learning
Big Data
internet
pubcrawl
convolutional neural nets
biblio
Certified Robustness to Adversarial Examples with Differential Privacy
Submitted by aekwall on Mon, 04/20/2020 - 9:31am
machine learning models
privacy models and measurement
Sophisticated Attacks
PixelDP
norm-bounded attacks
machine-learning
ImageNet
Google Inception network
defense
Deep-learning
cryptographically-inspired privacy formalism
certified robustness
certified defense
Adversarial-Examples
adversarial examples
Cryptography
deep neural networks
differential privacy
Predictive models
Measurement
Mathematical model
Databases
neural nets
standards
Robustness
Metrics
pubcrawl
learning (artificial intelligence)
security
data privacy
biblio
Towards Understanding Limitations of Pixel Discretization Against Adversarial Attacks
Submitted by grigby1 on Tue, 02/18/2020 - 10:52am
neural nets
white-box attacks
white box cryptography
Training
Robustness
Resiliency
resilience
pubcrawl
preprocessing defense methods
preprocessing defense
pixel discretization defense method
pixel discretization
Perturbation methods
Neural networks
adversarial attacks
MNIST
Metrics
Measurement
machine learning
low computational overhead
ImageNet
Image Processing
deep learning
Data models
Cryptography
composability
Artificial Neural Networks
