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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Adversarial robustness
biblio
Adversarial Robustness Verification and Attack Synthesis in Stochastic Systems
Submitted by aekwall on Thu, 02/02/2023 - 5:43pm
scalable verification
Adversarial robustness
Computational modeling
Markov processes
model checking
Probabilistic logic
Probabilistic Model Checking
Protocols
pubcrawl
Reinforcement learning
Resiliency
Scalability
Stochastic Computing Security
stochastic systems
biblio
Adversarial Robustness Evaluation of Deep Convolutional Neural Network Based SAR ATR Algorithm
Submitted by aekwall on Tue, 01/25/2022 - 3:57pm
Robustness
deep learning
Perturbation methods
distortion
pubcrawl
Metrics
Human behavior
composability
convolutional neural networks
Distance measurement
Adversarial robustness
feature attribution
Geoscience and remote sensing
SAR
Target recognition
attribution
biblio
On Mismatched Detection and Safe, Trustworthy Machine Learning
Submitted by grigby1 on Mon, 11/08/2021 - 1:50pm
Adversarial robustness
composability
cyber physical security
cyber physical systems
data poisoning
distribution shift
fairness
pubcrawl
resilience
Resiliency
signal detection theory
Trustworthy Systems
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
Feature Denoising for Improving Adversarial Robustness
Submitted by grigby1 on Fri, 04/17/2020 - 10:58am
image classification systems
White Box Security
security of data
retrieval
Resiliency
resilience
Recognition: Detection
pubcrawl
pattern classification
nonlocal means
network architectures
Metrics
learning (artificial intelligence)
Iterative methods
image denoising
10-iteration PGD white-box attacks
image classification
feature extraction
feature denoising
deep learning
convolutional networks
Compositionality
composability
categorization
black-box attack settings
Adversarial training
Adversarial robustness
adversarial perturbations
adversarial attacks
2000-iteration PGD white-box attacks
