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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
data augmentation
biblio
A GAN-based Method for Generating SQL Injection Attack Samples
Submitted by grigby1 on Fri, 02/03/2023 - 2:49pm
Artificial Intelligence
SQL injection detection
Web vulnerability
data augmentation
usability
generative adversarial networks
generative adversarial network
genetic algorithm
SQL injection
Market research
security
privacy
Data models
Resiliency
resilience
policy-based governance
Metrics
Human behavior
pubcrawl
biblio
Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning
Submitted by aekwall on Thu, 02/02/2023 - 4:45pm
security
Peer-to-peer computing
Distributed databases
pubcrawl
Scalability
Resiliency
Generators
data augmentation
federated learning
Degradation
generative adversarial network
non-IID
privacy-preserving decentralized machine learning
Swarm learning
Tuberculosis
Stochastic Computing Security
biblio
A convolutional generative adversarial framework for data augmentation based on a robust optimal transport metric
Submitted by grigby1 on Tue, 06/14/2022 - 12:13pm
smart cities
Optimal Transport
generative adversarial network
data augmentation
Cosine distance
convolutional neural network
object detection
tensors
big data security metrics
deep learning
graphics processing units
Measurement
Scalability
Resiliency
resilience
pubcrawl
Neural networks
biblio
Anomaly Detection for Scenario-based Insider Activities using CGAN Augmented Data
Submitted by grigby1 on Tue, 06/07/2022 - 10:07am
composability
data augmentation
generative adversarial networks
generative adversarial network
visualization
Adversarial training
Measurement
Metrics
Benchmark testing
insider threat
privacy
policy-based governance
Human behavior
pubcrawl
Anomaly Detection
security
Organizations
biblio
Research on Small Sample Text Classification Based on Attribute Extraction and Data Augmentation
Submitted by grigby1 on Thu, 05/19/2022 - 12:23pm
Semantics
legal intelligence
classification of charges
attribute extraction network
text analytics
BERT
data augmentation
text categorization
Bit error rate
Training
Metrics
Law
composability
Data models
Scalability
Analytical models
Human behavior
pubcrawl
biblio
A Simple Data Augmentation Method to Improve the Performance of Named Entity Recognition Models in Medical Domain
Submitted by aekwall on Wed, 04/13/2022 - 9:21am
computer science
deep learning
pubcrawl
Scalability
privacy
Terminology
Adaptation models
annotations
text categorization
BERT
BioBERT
data augmentation
medical data
NER
Text recognition
data deletion
biblio
Neural Audio Fingerprint for High-Specific Audio Retrieval Based on Contrastive Learning
Submitted by aekwall on Mon, 12/20/2021 - 10:55am
Training
Conferences
Resiliency
Human behavior
composability
search problems
Fingerprint recognition
Acoustics
Acoustic distortion
Acoustic Fingerprint
data augmentation
information retrieval
music information retrieval
self-supervised learning
Acoustic Fingerprints
pubcrawl
biblio
A Learning-based Data Augmentation for Network Anomaly Detection
Submitted by aekwall on Mon, 03/29/2021 - 10:58am
divide-augment-combine strategy
sampling methods
class imbalance problem
network anomaly detection
attack instances
augments data
data augmentation
data instances
Divide-Augment-Combine
Gallium nitride
generative adversarial model
high-quality data
learning-based data augmentation
network traffic traces
public network datasets
statistical sampling
synthetic instances
Generative Adversarial Learning
pattern classification
Scalability
Data models
Support vector machines
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
neural nets
security of data
Anomaly Detection
network traffic
Generators
generative adversarial networks
generative adversarial network
Predictive Metrics
data handling
biblio
Style transfer-based image synthesis as an efficient regularization technique in deep learning
Submitted by grigby1 on Fri, 12/11/2020 - 1:54pm
Resiliency
Neural networks
neural style transfer
newly created images
pubcrawl
Regularization
regularization techniques e.g
relatively poor generalization abilities
representative neural architectures
resilience
Metrics
Scalability
Skin
skin lesions
style transfer-based image synthesis
Task Analysis
Training
transfer learning
unlabeled images
Image analysis
challenging skin lesion classification case study
convolutional neural nets
convolutional neural networks
data augmentation
decision support system
deep learning
deep neural networks
Diagnosis
efficient regularization technique
base image
image classification
image classification purposes
image synthesis
labeled images
learning (artificial intelligence)
learning algorithms
Lesions
machine learning
biblio
Improving Deep Learning by Incorporating Semi-automatic Moving Object Annotation and Filtering for Vision-based Vehicle Detection*
Submitted by grigby1 on Fri, 07/03/2020 - 12:16pm
Task Analysis
Object segmentation
pubcrawl
resilience
Resiliency
road vehicles
Scalability
security monitoring systems
semiautomatic moving object annotation
semiautomatic moving object annotation method
street intersection surveillance videos
object detection
tools
traffic engineering computing
Training
Vehicle detection
video analytics applications
video frames
video signal processing
video surveillance
vision-based vehicle detection
deep learning you-only-look-once model
automatic foreground object extraction
big image data
computer vision
data augmentation
Data models
dataset construction
deep learning
deep learning models
deep learning neural networks
artifactual data
deep video
feature extraction
human-in-the-loop quick selection
image annotation
image filtering
image motion analysis
learning (artificial intelligence)
Metrics
neural nets
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