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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
ensemble defense
biblio
Denoising and Verification Cross-Layer Ensemble Against Black-box Adversarial Attacks
Submitted by aekwall on Mon, 09/21/2020 - 3:36pm
adversarial inputs
Cross Layer Security
verification cross-layer ensemble
unsupervised model
supervised model verification ensemble
representative attacks
noise reduction
MODEF
Manifolds
ensemble diversity
ensemble defense
defense-attack arms race
defense success rates
cross-layer model diversity ensemble framework
black-box adversarial attacks
benign inputs
security of data
adversarial deep learning
composability
DNNs
adversarial examples
machine learning tasks
deep neural networks
Predictive models
testing
Training
Neural networks
neural nets
Robustness
pubcrawl
Resiliency
learning (artificial intelligence)
biblio
SHIELD: Fast, Practical Defense and Vaccination for Deep Learning Using JPEG Compression
Submitted by grigby1 on Fri, 02/08/2019 - 4:18pm
Adversarial Machine Learning
Artificial Neural Networks
collaboration
cyber physical systems
deep learning
ensemble defense
JPEG compression
machine learning security
Metrics
policy-based governance
pubcrawl
Resiliency
