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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
robust learning
biblio
Context-aware Collaborative Neuro-Symbolic Inference in IoBTs
Submitted by grigby1 on Fri, 02/24/2023 - 4:44pm
deep learning
Training
collaboration
pubcrawl
Resiliency
Scalability
Data models
Decision Making
Perturbation methods
resilience
surveillance
iobt
Human Factors
Neuro-symbolic inference
robust learning
biblio
Learning from Untrusted Data
Submitted by grigby1 on Mon, 11/19/2018 - 12:23pm
Generative Adversarial Learning
high-dimensional statistics
Metrics
outlier removal
pubcrawl
resilience
Resiliency
robust learning
Scalability
biblio
L-GEM based robust learning against poisoning attack
Submitted by grigby1 on Fri, 07/06/2018 - 2:05pm
Robustness
poisoning attack
pubcrawl
radial basis function networks
RBFNN
resampling
resilience
Resiliency
robust learning
perturbation techniques
sampling methods
Scalability
Sensitivity
sensitivity analysis
Support vector machines
Training
wavelet analysis
Accuracy
perturbation
Pattern recognition
nearest-first flips attack
Localized Generalization Error Model (L-GEM)
localized generalization error model
localized generalization error bound
learning process
learning (artificial intelligence)
label flip poisoning attacks
L-GEM based robust learning
Human behavior
farthest-first flips attack
classifier output
AI Poisoning
adversarial learning
profile
Mark Hasegawa-Johnson
Hybrid Models
Multi-models
Embedded Software
Model Integration
Control
Semantics
Systems Engineering
Modeling
Real-Time Coordination
Resilient Systems
Science of System Integration
Science of Security
CPS Technologies
Education
Foundations
Research Program Overview
CPH cyber physical human systems
robust learning
speech and audio communication
Illinois
