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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
machine learning
biblio
Privacy Preserving Big Data Publication On Cloud Using Mondrian Anonymization Techniques and Deep Neural Networks
Submitted by
aekwall
on Mon, 07/13/2020 - 11:07am
security
Cloud Computing
Big Data
data privacy
Data models
machine learning
Resiliency
pubcrawl
privacy preservation
privacy
Metrics
neural nets
Neural networks
Databases
data analysis
Scalability
differential privacy
data utility
deep neural networks
DNN
data management
personal data
privacy-preservation
k-anonymity
protection
Big Data Analytics
compromising privacy
high-dimensional data deep neural network based framework
Mondrian anonymization techniques
Mondrian based k-anonymity approach
personally identifiable information
predominant factor
privacy breach
privacy preserving big data publication
user privacy in the cloud
biblio
Detecting cryptocurrency miners with NetFlow/IPFIX network measurements
Submitted by
grigby1
on Fri, 07/10/2020 - 1:08pm
computer network security
cost-efficiency miner detection
cryptocurrencies
cryptocurrency miner detection
cryptocurrency mining
cryptojacking
Cryptojacking detection
Data mining
deep packet inspection
Distributed databases
DNS traffic
Human behavior
Human Factors
internet
Internet activity
IP networks
IPFIX network measurements
learning (artificial intelligence)
machine learning
Metrics
mine cryptocurrencies
NetFlow measurements
NetFlow network measurements
pubcrawl
resilience
Resiliency
telecommunication computing
telecommunication traffic
unknown mining servers
biblio
A Crawler Architecture for Harvesting the Clear, Social, and Dark Web for IoT-Related Cyber-Threat Intelligence
Submitted by
grigby1
on Fri, 07/10/2020 - 11:55am
Computer crime
crawler architecture
Crawlers
crawling architecture
cyber security
cyber threat intelligence
cyber-security information
dark web
data harvesting
hacker forums
harvested information
Human behavior
Human Factors
information gathering task
Internet of Things
IoT
IoT-related cyber-threat intelligence
language models
learning (artificial intelligence)
machine learning
machine learning-based crawler
Monitoring
Open Source Software
open-source tools
pubcrawl
security
security forums
security Web sites
service-oriented architecture
social networking (online)
social web
statistical language modelling techniques
Task Analysis
telecommunication security
tools
biblio
Predicting and Preventing Malware in Machine Learning Model
Submitted by
grigby1
on Thu, 07/09/2020 - 1:57pm
AdaBoost
Algorithm robustness enhancement
Causative attack
Classification algorithms
Compositionality
data deletion
Data models
data privacy
Data Sanitization
Decision Tree
Decision trees
exploratory attack
Human behavior
Human Factors
invasive software
K-nearest-neighbors classifier
KNN classifier
machine learning
machine learning algorithms
machine learning model
malware prediction
malware prevention
pattern classification
Predictive models
privacy
privacy preserving technique
pubcrawl
Random Forest
random forests
resilience
Resiliency
Scalability
security
support vector machine
Support vector machines
Training
biblio
Differential Inference Testing: A Practical Approach to Evaluate Sanitizations of Datasets
Submitted by
grigby1
on Thu, 07/09/2020 - 1:57pm
Compositionality
data deletion
data privacy
Data Sanitization
differential inference testing
differential privacy
Human behavior
Human Factors
inference mechanisms
Inferences
k-anonymity
l-Diversity
machine learning
personal information
Predictive models
privacy
privacy models
pubcrawl
resilience
Resiliency
sanitization
sanitization techniques
sanitized data
Scalability
sensitive attribute
sensitive information
Sociology
testing
biblio
Natural Spoken Instructions Understanding for Robot with Dependency Parsing
Submitted by
aekwall
on Mon, 07/06/2020 - 10:14am
Scalability
Task Analysis
learning (artificial intelligence)
Resiliency
pubcrawl
Metrics
neural nets
Labeling
machine learning
trees (mathematics)
robots
human-robot interaction
natural language processing
neural network
Syntactics
Human Factors
control engineering computing
Compositionality
speech processing
Hidden Markov models
Robot
deep learning algorithms
benchmark ATIS task
dependency features
dependency parsing tree
FBM3
Filling
grammars
intent determination
natural spoken instruction understanding
performance level
slot filling tasks
spoken instruction understanding module
spoken language understanding system
syntactic information
syntactic-based model
window vector
Cyber Dependencies
biblio
Markov Augmented Neural Networks for Streaming Video Classification
Submitted by
grigby1
on Fri, 07/03/2020 - 1:27pm
IP networks
Scalability
internet
telecommunication traffic
pubcrawl
Resiliency
resilience
machine learning
neural nets
decision theory
image classification
video signal processing
video streaming
Inspection
deep packet inspection
IP addresses
content providers
deep packet inspection techniques
internet providers
Markov augmented neural networks
Markov Decision Process
Markov processes
Neural networks
port scanning
streaming video classification
video streaming services
biblio
Research on Network Traffic Identification based on Machine Learning and Deep Packet Inspection
Submitted by
grigby1
on Fri, 07/03/2020 - 1:26pm
Cryptography
computer network security
Scalability
telecommunication traffic
computer network management
machine learning
data analysis
Peer-to-peer computing
pubcrawl
Resiliency
resilience
encryption
Training
learning (artificial intelligence)
Inspection
application traffic
deep packet inspection technology
dpi
machine learning algorithms
machine learning method
network traffic identification
network traffic identification method
network traffic monitoring
pattern matching
probability
quality of user service
deep packet inspection
biblio
A deep learning approach to trespassing detection using video surveillance data
Submitted by
grigby1
on Fri, 07/03/2020 - 1:15pm
Scalability
computer architecture
machine learning
pubcrawl
Metrics
Resiliency
resilience
learning (artificial intelligence)
deep learning
convolutional neural nets
Neural networks
video surveillance
Detectors
activity detection
automated railroad trespassing detection system
background subtraction
CNN-based deep learning architecture
computer vision
deep convolutional neural networks
Deep Neural Network
dual-stage ARTS architecture
dual-stage deep learning architecture
early warning prediction techniques
high fidelity trespass classification stage
inexpensive pre-filtering stage
potential trespassing sites
public domain surveillance data
Railroad security
railroad trespassing activity
safety risks
Subspace constraints
surveillance
Trespassing detection
video processing
video surveillance data
deep video
biblio
Adversarial Video Captioning
Submitted by
grigby1
on Fri, 07/03/2020 - 1:15pm
security of data
Scalability
computer architecture
Task Analysis
pubcrawl
Metrics
Resiliency
resilience
Force
learning (artificial intelligence)
machine learning
deep learning
optimization
computer vision
Perturbation methods
video signal processing
adversarial
adversarial attack
Adversarial Machine Learning
adversarial machine learning techniques
adversarial video captioning
cosine similarity
deep learning models
image captioning attack
image captioning attacks
image domain
Streaming media
target captions
targeted
targeted attacks
video captioning
video captioning model
video captioning task
video domain
video playback quality
video stream
video streaming
deep video
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