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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
query processing
biblio
Implementing Efficient and Scalable In-Database Linear Regression in SQL
Submitted by grigby1 on Fri, 07/15/2022 - 12:43pm
relational databases
machine learning
machine learning algorithms
pubcrawl
Human behavior
resilience
Resiliency
Big Data
composability
Metrics
query processing
relational database security
codes
In-Database Processing
linear regression
biblio
Active Learning for the Subgraph Matching Problem
Submitted by grigby1 on Fri, 06/10/2022 - 1:49pm
machine learning
pubcrawl
Conferences
Scalability
Big Data
Image edge detection
query processing
Three-dimensional displays
image segmentation
human in the loop
biblio
Securing Distributed Database Using Elongated RSA Algorithm
Submitted by aekwall on Mon, 01/10/2022 - 12:46pm
Fish
Throughput
RSA algorithm
Resiliency
query processing
pubcrawl
Metrics
Measurement
Human behavior
Asymmetric Encryption
encryption
encoding
Elongated RSA
Distributed databases
decryption
Database Security
Compositionality
Classification algorithms
biblio
GeoDA: A Geometric Framework for Black-Box Adversarial Attacks
Submitted by aekwall on Tue, 03/09/2021 - 12:05pm
image classification
Robustness
Resiliency
query processing
queries
pubcrawl
Perturbation methods
pattern classification
optimisation
Neural networks
natural image classifiers
minimal perturbation
Metrics
Measurement
mean curvature
Iterative methods
adversarial examples
geometric framework
gaussian distribution
estimation
effective iterative algorithm
Deep Networks
decision boundary
data samples
Covariance matrices
composability
carefully perturbed images
black-box settings
black-box perturbations
black-box attack algorithm
black-box adversarial attacks
black box encryption
biblio
I/O Efficient Approximate Nearest Neighbour Search based on Learned Functions
Submitted by aekwall on Mon, 02/22/2021 - 1:46pm
data-sensitive hashing-based methods
multimedia database
learned index structure
learned hashing
learned functions
input-output programs
indexing
I/O efficiency
high dimensional space
function approximation
external storage scenarios
external memory
data-sensitive indexing
data privacy
approximate nearest neighbour search
ANNS
nearest neighbor search
search problems
file organisation
Predictive Metrics
Measurement
query processing
neural nets
pubcrawl
learning (artificial intelligence)
nearest neighbour methods
biblio
Fast Scalable Approximate Nearest Neighbor Search for High-dimensional Data
Submitted by aekwall on Mon, 02/22/2021 - 1:45pm
load balancing
Load management
high-dimensional data
graph-based sequential approximate k-NN search algorithm
hierarchical navigable small world
HNSW
k-d tree-based solution
k-nearest neighbor search
K-NN search
nearest neighbor search
MPI one-sided communication
MPI-OpenMP solution
Nearest neighbor methods
parallel algorithms
similarity search
Vantage Point Tree
vantage point trees
Measurement
learning (artificial intelligence)
machine learning
pubcrawl
graph theory
Big Data
query processing
trees (mathematics)
Data mining
machine learning algorithms
application program interfaces
Predictive Metrics
Partitioning algorithms
approximation theory
Approximation algorithms
message passing
search problems
biblio
Sparser: Secure Nearest Neighbor Search with Space-filling Curves
Submitted by aekwall on Mon, 02/22/2021 - 1:45pm
nearest neighbor search
strengthening privacy
Sparser pre-processes plaintext data
space-filling perturbation
Space-filling curve
secure nearest neighbor search
perturbation
nearest neighbor queries
logarithmic time
approximate nearest neighbors
approximate nearest neighbor search solution
order-preserving encryption
Cryptography
space-filling curves
approximation theory
Predictive Metrics
Curve fitting
Measurement
query processing
pubcrawl
nearest neighbour methods
data privacy
encrypted data
biblio
Fast and Secure kNN Query Processing in Cloud Computing
Submitted by aekwall on Mon, 02/22/2021 - 1:44pm
RBF
untrusted cloud
tracking technology
secure range query protocol
secure location-based query
secure index
random Bloom filter
process location-based queries
LSPs
geospatial data storage
FSkNN
fast location-based query
fast and secure kNN query processing
data structure
commercial public clouds
Geospatial analysis
Cloud Computing
nearest neighbor search
location based services
location-based services
Predictive Metrics
Indexes
Measurement
data structures
query processing
pubcrawl
nearest neighbour methods
Protocols
data privacy
encrypted data
Cryptography
biblio
The State of the Uniform: Attacks on Encrypted Databases Beyond the Uniform Query Distribution
Submitted by aekwall on Mon, 02/22/2021 - 1:43pm
range queries
uniformly distributed queries
uniform query distribution
support size estimator
skewed query distributions
search-pattern leakage
search tokens
range attack
plaintext values
leakage-abuse attacks
known value reconstruction attacks
known structured encryption schemes
k-NN attack
k-nearest-neighbor queries
first value reconstruction attacks
distribution-agnostic reconstruction attacks
Servers
nearest neighbor search
data distribution
Approximation algorithms
encrypted databases
Histograms
Predictive Metrics
estimation
database management systems
Measurement
Databases
query processing
pubcrawl
nearest neighbour methods
encryption
Cryptography
biblio
Toward a Natural Language-Based Approach for the Specification of Decisional-Users Requirements
Submitted by aekwall on Mon, 02/22/2021 - 1:40pm
Multidimensional Model
Data Warehouse technology
decision-makers
decision-making processes
decisional-users requirements
DW design
DW model
DW multidimensional schema
great challenge research domain
multidimensional components
Data Warehouse
natural language
natural language NL-template
NL-templates
OLAP
On-Line-Analytical-Processing queries
query-like English sentences
requirement-gathering phase
Star schema
natural language processing
Ontologies
Task Analysis
Resiliency
Human behavior
pubcrawl
query processing
tools
Decision Making
data analysis
Scalability
Writing
Data Analytics
data warehouses
cleaning
critical task
Natural languages
complex task
Constellation schema
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