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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
adversarial defense
biblio
Ensemble of Key-Based Models: Defense Against Black-Box Adversarial Attacks
Submitted by aekwall on Sun, 10/16/2022 - 6:30pm
Cryptography
Conferences
pubcrawl
Metrics
Resiliency
composability
Consumer electronics
adversarial defense
Ensemble
image classification
image encryption
white box cryptography
biblio
Defending Against Adversarial Attacks in Deep Learning with Robust Auxiliary Classifiers Utilizing Bit Plane Slicing
Submitted by grigby1 on Mon, 10/04/2021 - 3:04pm
adversarial defense
bit plane slicing
composability
convolution
deep learning
Hardware
Metrics
Neural networks
object oriented security
Perturbation methods
pubcrawl
Resiliency
security
security of neural networks
biblio
Encryption Inspired Adversarial Defense For Visual Classification
Submitted by grigby1 on Thu, 05/20/2021 - 11:55am
encryption
Training
machine learning
pubcrawl
Metrics
resilience
Resiliency
composability
Perturbation methods
computer vision
Transforms
Adversarial Machine Learning
adversarial defense
perceptual image encryption
white box cryptography
biblio
BlurNet: Defense by Filtering the Feature Maps
Submitted by grigby1 on Mon, 12/28/2020 - 12:48pm
Scalability
malicious examples
Metrics
neural nets
Neural networks
Perturbation methods
pubcrawl
resilience
Resiliency
robust physical perturbations
Robustness
RP
malicious adversary
security of data
standard blur kernels
standard-architecture traffic sign classifiers
standards
stop signs
substitute model
targeted misclassification rates
traffic engineering computing
victim model
white stickers
white-box attacks
frequency analysis
adaptive attack evaluation
adaptive filtering
adversarial defense
adversarial images
Adversarial Machine Learning
Adversarial robustness
attack algorithms
black stickers
blackbox transfer attack
BlurNet
depthwise convolution layer
Adaptation models
gradient information
high frequency noise
image recognition
image restoration
input image
Kernel
layer feature maps
learning (artificial intelligence)
low-pass filters
lowpass filtering behavior
biblio
Adversarial Defense via Learning to Generate Diverse Attacks
Submitted by grigby1 on Fri, 04/17/2020 - 10:58am
neural nets
White Box Security
Training
stochastic generator
security of data
Robustness
Resiliency
resilience
recursive generator
pubcrawl
Perturbation methods
pattern classification
optimization
one-shot perturbation
Neural networks
adversarial defense
Metrics
malicious attacks
machine learning
learning (artificial intelligence)
Generators
deterministic generator
deep neural networks
deep learning
Compositionality
composability
classification performance
black-box attacks
Adversarial training
biblio
Membership Inference Attacks Against Adversarially Robust Deep Learning Models
Submitted by grigby1 on Fri, 04/03/2020 - 12:56pm
provable security
resilience
Training data
target model
security and privacy
provable defense
privacy challenges
membership inference attack
evasion attacks
empirical membership inference attacks
adversarially robust deep learning models
adversarial training method
adversarial defenses
adversarial defense methods
adversarial defense
deep learning
Compositionality
Metrics
neural nets
security challenges
privacy
Data models
data privacy
Resiliency
pubcrawl
security
Predictive models
Training
security of data
learning (artificial intelligence)
