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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
deep learning
biblio
An evaluation of region based object detection strategies within X-ray baggage security imagery
Submitted by grigby1 on Thu, 06/07/2018 - 3:03pm
security
policy-based governance
Policy-Governed Secure Collaboration
Proposals
pubcrawl
R-CNN/R-FCN variants
region based object detection
resilience
Resiliency
ResNet-101
Policy
sliding window driven CNN approach
SWCNN
Task Analysis
transfer learning
VGG16
Weapons
X-ray baggage security
X-ray baggage security imagery
X-ray imaging
image classification
cluttered X-ray security imagery
collaboration
convolution
cyber physical systems
deep learning
Faster Region-based CNN
feature extraction
first-stage region proposal
Fully Convolutional Networks
class firearm detection problem
ImageNet dataset
learning (artificial intelligence)
Metrics
microsoft windows
neural nets
neural networks security
object class X-ray detection problem
object detection
object localization strategies
biblio
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning
Submitted by grigby1 on Thu, 05/24/2018 - 12:27pm
collaborative learning
deep learning
Measurement
Metrics
privacy
privacy models
pubcrawl
security
biblio
Generative Adversarial Networks for Increasing the Veracity of Big Data
Submitted by grigby1 on Wed, 05/09/2018 - 2:47pm
human verification task
Training
Sketches
sketch data
scalable verification
Scalability
Resiliency
resilience
pubcrawl
Pipelines
Neurons
Metrics
learning (artificial intelligence)
automated data generation
human drawn sketches
Generators
Generative Models
generative adversarial networks
GANs
Gallium nitride
deep learning
Data models
crowd-sourcing methodology
Compositionality
big data pipeline
Big Data
biblio
Audio Steganalysis with Convolutional Neural Network
Submitted by grigby1 on Tue, 05/01/2018 - 11:33am
audio steganalysis
composability
convolutional neural network
deep learning
Metrics
privacy
pubcrawl
steganography detection
biblio
Towards Poisoning of Deep Learning Algorithms with Back-Gradient Optimization
Submitted by grigby1 on Wed, 04/11/2018 - 2:47pm
pubcrawl
spam detection
Human behavior
Metrics
Scalability
adversarial examples
Adversarial Machine Learning
AI Poisoning
deep learning
resilience
Resiliency
threat mitigation
training data poisoning
biblio
Vulnerability detection with deep learning
Submitted by K_Hooper on Wed, 04/04/2018 - 9:58am
Compositionality
convolution
convolution neural network
deep learning
Human behavior
long short term memory
machine learning
Metrics
Neural networks
pubcrawl
Resiliency
Software
Task Analysis
tools
Training
vulnerability detection
biblio
Experimental Evaluation of a Multi-Layer Feed-Forward Artificial Neural Network Classifier for Network Intrusion Detection System
Submitted by grigby1 on Mon, 04/02/2018 - 12:40pm
network intrusion detection system
water
UNSW-NB15 dataset
UNSW-NB15
unseen data
Training
testing
security of data
Resiliency
resilience
pubcrawl
policy-based governance
pattern classification
Neural networks
network security
Artificial Neural Networks
multilayer feed-forward artificial neural Network
Metrics
Measurement
learning (artificial intelligence)
intrusion detection system
Intrusion Detection
H2O
feedforward neural nets
deep learning binomial classifier
deep learning
conventional machine-learning algorithms
complex features
Big Data
biblio
Session-Based Recommendations Using Item Embedding
Submitted by grigby1 on Mon, 03/19/2018 - 2:04pm
Analogical Transfer
analogies
deep learning
e-commerce
glove
Human behavior
Human Factors
item embedding
pubcrawl
recurrent neural network
session-based recommender system
Transference
word embedding
Word2Vec
biblio
BONSEYES: Platform for Open Development of Systems of Artificial Intelligence: Invited Paper
Submitted by grigby1 on Mon, 03/19/2018 - 1:43pm
collaboration
composability
Data marketplace
deep learning
Human behavior
Internet of Things
Internet-scale Computing Security
Metrics
Policy-Governed Secure Collaboration
pubcrawl
resilience
Resiliency
Scalability
Smart Cyber-Physical Systems
biblio
Forensic Image Inspection Assisted by Deep Learning
Submitted by grigby1 on Mon, 03/05/2018 - 1:17pm
content-based image retrieval
deep learning
Human behavior
Human Factors
information forensics
information retrieval
Metrics
pubcrawl
ranking
resilience
Resiliency
Scalability
text tagging
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