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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
Provenance
biblio
Security for Resilient IoBT Systems: Emerging Research Directions
Submitted by grigby1 on Tue, 11/17/2020 - 2:50pm
resilience
military operations
military sensing assets
next-generation artificial intelligence
operational conditions
optimization
organisational aspects
Provenance
pubcrawl
military computing
resilient IoBT systems
Scalability
security techniques
sensors
Task Analysis
trust
Trusted Computing
Internet of battlefield things
computer network security
contested battlefield environments
continued advances
Cryptography
Cybersecurity
diverse asset ownership
Human Factors
individual assets
adversary activities
Internet of Battlefield Things paradigm
Internet of Things
iobt
IoT technology
learning (artificial intelligence)
Linear programming
machine learning systems
biblio
Application of Trust Assessment Techniques to IoBT Systems
Submitted by grigby1 on Tue, 11/17/2020 - 2:49pm
machine learning systems
Trusted Computing
trust assessment techniques
trust
smart cities
sensors
security of data
Scalability
resilience
pubcrawl
Provenance
next-generation artificial intelligence
Monitoring
military sensing assets
military operations
military computing
computer security
learning (artificial intelligence)
IoT technology
IoT assets
IoBT systems
IoBT operational environments
iobt
Internet of Things
Internet of Battlefield Things paradigm
Internet of battlefield things
internet
Human Factors
diverse asset ownership
cybersecurity techniques
Cybersecurity
biblio
Framework for Trustworthy Software Development
Submitted by aekwall on Mon, 04/13/2020 - 10:20am
auditability
Trustworthy Systems
trustworthy software development
trustworthy software
transparency
total product life cycle
smart advisors
process level
intelligent software applications
governance framework
Governance
bias-free
security of data
application development life cycle
algorithmic level
cyber physical systems
ubiquitous computing
trustworthiness
software engineering
Provenance
Compliance
composability
pubcrawl
Resiliency
biblio
Beyond Pixels: Image Provenance Analysis Leveraging Metadata
Submitted by aekwall on Mon, 03/30/2020 - 11:34am
meta data
provenance graph construction
Phylogeny
Painting
online multimedia
noncontent-based information
metadata-based inferences
image provenance analysis
cultural analytics
automated provenance analysis
Provenance
inference mechanisms
Semantics
visualization
Task Analysis
digital image forensics
Image forensics
multimedia computing
video signal processing
metadata
internet
Metrics
Image edge detection
graph theory
composability
pubcrawl
Human behavior
Resiliency
biblio
The Best of Both Worlds: Challenges in Linking Provenance and Explainability in Distributed Machine Learning
Submitted by aekwall on Mon, 03/30/2020 - 11:33am
end-to-end explainability
basic transformations
consistent data
data analysis pipeline
data pre-processing steps
data preparation
distributed file system
distributed machine learning
distributed setting
machine learning models
entire data set
explainable machine learning
explainable models
homogeneous data
linking provenance
machine learning experts
single data
Distributed databases
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
Computational modeling
Metrics
machine learning
Data models
data analysis
Entropy
Provenance
distributed system
Decision trees
data provenance
distributed computing
biblio
Process Provenance-based Trust Management in Collaborative Fog Environment
Submitted by aekwall on Mon, 03/30/2020 - 11:33am
Cloud Computing
Servers
History
Resiliency
Human behavior
pubcrawl
composability
Metrics
Reliability
trust
collaboration
edge computing
Fog computing
Provenance
collaborative
process provenance
biblio
Provenance Data in the Machine Learning Lifecycle in Computational Science and Engineering
Submitted by aekwall on Mon, 03/30/2020 - 11:33am
PROV-ML
workflow provenance
workflow management software
scientific information systems
Resiliency
query processing
pubcrawl
provenance tracking solutions
provenance queries
provenance data representation
Provenance
composability
parallel architectures
ML lifecycle
Metrics
machine learning lifecycle
learning (artificial intelligence)
Human behavior
data handling
CUDA cores
CSE
computational science and engineering
biblio
Understanding Data Science Lifecycle Provenance via Graph Segmentation and Summarization
Submitted by aekwall on Mon, 03/30/2020 - 11:33am
graph segmentation operator
Approximation algorithms
boundary criteria
context free language
context-free grammar
data science lifecycle provenance
data science platforms
destination vertices
graph data models
graph query
graph query model
approximation theory
graph summarization operator
high-level graph query operators
model management
provenance ingestion mechanisms
provenance management
PSPACE-complete
query techniques
Skeleton
source vertices
optimisation
Resiliency
Human behavior
pubcrawl
composability
graph theory
Metrics
query processing
Databases
context-free grammars
Data models
computational complexity
meta data
metadata
Writing
Pipelines
Semantics
Provenance
data science
data handling
biblio
Don't Forget Your Roots! Using Provenance Data for Transparent and Explainable Development of Machine Learning Models
Submitted by aekwall on Mon, 03/30/2020 - 11:33am
explainable development
xai
transparent development
transparency
reasoning behaviour
provenance data
process transparency
post-hoc methods
machine learning models
Explainable ML
learning (artificial intelligence)
development process
artificial intelligent systems
Provenance
Metrics
composability
pubcrawl
Human behavior
Resiliency
biblio
Genoma: Distributed Provenance as a Service for IoT-based Systems
Submitted by aekwall on Mon, 03/30/2020 - 11:33am
cloud
provenance-as-a-service
Production facilities
IoT-based systems
genomics
Genoma
edge
distributed provenance
distributed IoT provenance
data processing substrate
Data processing
data management
Substrates
IoT
data provenance
Provenance
bioinformatics
Metrics
composability
pubcrawl
Human behavior
Resiliency
Data models
Internet of Things
Cloud Computing
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