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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
transfer learning
biblio
TrustSign: Trusted Malware Signature Generation in Private Clouds Using Deep Feature Transfer Learning
Submitted by
grigby1
on Fri, 07/10/2020 - 1:08pm
Automatic Signature Generation
Cloud Computing
cloud virtualization technology
convolutional neural networks
Cryptography
cryptojacking
cryptojacking attacks
deep feature transfer learning
deep learning
digital signatures
distribution time
dynamic analysis
fileless malware
high-level deep features
Human behavior
Human Factors
ImageNet dataset
in-browser cryptojacking attacks
inspection procedure
invasive software
malware
Metrics
neural nets
private clouds
program diagnostics
pubcrawl
ransomware samples
resilience
Resiliency
static analysis
supervised classifiers
transfer learning
Trusted Computing
trusted malware signature generation method
TrustSign signature generation process
unsupervised classifier
Unsupervised Learning
VGG-19 neural network model
virtualisation
volatile memory
biblio
Preserving Privacy in Convolutional Neural Network: An ∊-tuple Differential Privacy Approach
Submitted by
aekwall
on Mon, 06/22/2020 - 11:20am
Cloud Computing
Scalability
data privacy
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
composability
classification
privacy
CNN
convolutional neural nets
convolutional neural network
image recognition
transfer learning
Deep Neural Network
differential privacy
CNN model
medical data
complex data features
deep neural networks
financial data
model buildup data
model inversion attack
privacy concern
privacy preserving model
reusable output model
salient data features
significant accuracy degradation
Training data
ϵ-tuple differential privacy approach
biblio
An Adaptive Approach for Anomaly Detector Selection and Fine-Tuning in Time Series
Submitted by
grigby1
on Tue, 01/21/2020 - 11:59am
Anomaly Detection
Compositionality
expandability
joint learning network
pubcrawl
resilience
Resiliency
self-adaption
time series
transfer learning
file
Mitigating Uncertainties in Computer Numerical Control (CNC) as a Cloud Service using Data-Driven Transfer Learning
Submitted by Anonymous on Thu, 01/16/2020 - 5:02pm. Contributors:
Chinedum Okwudire
RaedAl Kontar
Cybermanufacturing
transfer learning
control;
Posters
1931950
CPS PI Meeting 2019
2019
NSF
U.S. Government
Poster
biblio
Learning Transferable Features For Open-Domain Question Answering
Submitted by
aekwall
on Mon, 11/25/2019 - 2:01pm
Adaptation models
Analogies and Transference
clustering algorithm
complementary data
Data models
Deep Networks
domain adaptation approaches
domain-adaptation
domain-specific features
domain-specific QA models
Human behavior
Human Factors
information retrieval
Knowledge Discovery
learning (artificial intelligence)
Linear programming
natural language
natural language processing
open-domain QA models
open-domain question answering
open-domain Question-Answering models
pattern clustering
pubcrawl
question answering (information retrieval)
Question-Answering
sentence-level QA models
single open-domain QA model
span-level QA benefits
Task Analysis
Training
training corpora
Training data
transfer learning
transferable feature learning
transferable features
biblio
Malware Classification Using Deep Convolutional Neural Networks
Submitted by
grigby1
on Mon, 06/10/2019 - 2:01pm
accuracy levels
classification
classifier
convolutional neural nets
convolutional neural network
convolutional neural networks
Correlation
DCNN classification
deep convolutional neural networks
deep learning techniques
feature extraction
Gray-scale
Hamming distance
Human behavior
image classification
image features
image representation
image type
improved image representation
invasive software
learning (artificial intelligence)
learning models
machine learning
malware
malware binaries
malware classification
malware images
Metrics
neural network
object detection
Pattern recognition
privacy
pubcrawl
resilience
Resiliency
support vector machine
support vector machine classifier training
Support vector machines
transfer learning
visual patterns
visualization
biblio
Yet Another Text Captcha Solver: A Generative Adversarial Network Based Approach
Submitted by
aekwall
on Mon, 04/01/2019 - 10:08am
Human behavior
pubcrawl
composability
deep learning
captchas
CAPTCHA
generative adversarial networks
text-based captchas
transfer 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
class firearm detection problem
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
image classification
ImageNet dataset
learning (artificial intelligence)
Metrics
microsoft windows
neural nets
neural networks security
object class X-ray detection problem
object detection
object localization strategies
Policy
policy-based governance
Policy-Governed Secure Collaboration
Proposals
pubcrawl
R-CNN/R-FCN variants
region based object detection
resilience
Resiliency
ResNet-101
security
sliding window driven CNN approach
SWCNN
Task Analysis
transfer learning
VGG16
Weapons
X-ray baggage security
X-ray baggage security imagery
X-ray imaging
biblio
Image Forensics Based on Transfer Learning and Convolutional Neural Network
Submitted by
grigby1
on Mon, 03/05/2018 - 1:17pm
deep learning
Human behavior
Human Factors
Image forensics
information forensics
Metrics
pubcrawl
resilience
Resiliency
Scalability
steganalysis
transfer learning
biblio
Physical security assessment with convolutional neural network transfer learning
Submitted by
K_Hooper
on Wed, 02/14/2018 - 11:59am
artificial intelligence security
Artificial Neural Networks
convolutional neural network
convolutional neural network transfer learning
deep learning techniques
feature extraction
Human behavior
human in the loop ground truth data
learning (artificial intelligence)
machine learning
Metrics
neural nets
Nuisance Alarms
object detection
Object recognition
object recognition tasks
Periodic retraining
physical security
physical security assessment
physical security system
physical security video data
pubcrawl
Resiliency
Scalability
security
security of data
Support vector machines
target detection
Training
Training data
transfer learning
video signal processing
visible imager data
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