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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
security of data
biblio
Selective Poisoning Attack on Deep Neural Network to Induce Fine-Grained Recognition Error
Submitted by
aekwall
on Mon, 08/10/2020 - 10:36am
security of data
Data models
Support vector machines
learning (artificial intelligence)
Resiliency
pubcrawl
policy-based governance
neural nets
Neural networks
Neurons
Training
machine learning
Deep Neural Network
image recognition
Pattern recognition
cyber physical systems
distortion
Training data
Speech recognition
Artificial Neural Networks
chosen class
CIFAR10
DNN security
DNN training process
fine-grained recognition error
machine learning library
malicious training data
MNIST
nuclear facilities
poisoning attack
selective poisoning attack
biblio
Use of Artificial Neural Networks to Identify Fake Profiles
Submitted by
aekwall
on Mon, 08/10/2020 - 10:36am
security of data
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
policy-based governance
social networking (online)
neural nets
cyber physical systems
Artificial Neural Networks
artificial neural network
Facebook friend request
fake profiles identification
Identify Fake Profiles
malicious users
sigmoid function
social media
social network page
biblio
SIMON Lightweight Encryption Benchmarking on Wireless Aquascape Preservation
Submitted by
aekwall
on Mon, 08/10/2020 - 10:33am
security of data
Scalability
Cryptography
telecommunication security
mobile computing
Resiliency
Human behavior
pubcrawl
smart phones
user interfaces
user experience
communication technology
graphical user interfaces
Metrics
Android graphical user interface application
aquascape
aquascape temperature
Arduino controller
autonomous aquascape preservation system
DS18B20 sensor
engineering technique
Human-computer interaction
instance aquascaping
leisure activities
pervasive computing
remote Android smartphone
SIMON lightweight cryptography
SIMON lightweight encryption
SIMON lightweight encryption benchmarking
unauthorized party
wireless aquascape preservation system
wireless communication channel
android encryption
biblio
Overprivileged Permission Detection for Android Applications
Submitted by
aekwall
on Mon, 08/10/2020 - 10:32am
security of data
Scalability
encryption
data privacy
mobile computing
privacy leakage
Resiliency
Human behavior
pubcrawl
Google
privacy
tools
smart phones
Data mining
Cameras
Android (operating system)
Android applications
Metrics
smartphone
Android system
App protection technology
Droidtector
frequent item set mining
overprivileged permission detection
permission mechanism
android encryption
biblio
Artificial Intelligence Empowered Cyber Threat Detection and Protection for Power Utilities
Submitted by
grigby1
on Fri, 08/07/2020 - 3:58pm
tools
learning (artificial intelligence)
security of data
machine learning
Artificial Intelligence
pubcrawl
Human behavior
resilience
Resiliency
Scalability
power engineering computing
Smart Grid
smart power grids
NIST
Big Data
computer security
malware
Metrics
cyber threats
advanced persistent threat
APT
Smart Grids
power utilities
Advanced Persistent Threat (APT)
APT attack
AI
cyber threat detection
IDPS systems
Intrusion Detection and Prevention System
intrusion detection and prevention systems
ML techniques
Power system protection
biblio
Privacy and Security of Big Data in AI Systems: A Research and Standards Perspective
Submitted by
grigby1
on Fri, 08/07/2020 - 3:48pm
security of data
security
Artificial Intelligence
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
data privacy
Data models
privacy
IEC standards
Big Data
Scalability
countermeasures
AI
AI systems developments
artificial intelligence systems
big data privacy
big data security
defense strategies
SDOs
Standards Developing Organizations
biblio
A Scalable (\$\textbackslashtextbackslashalpha, k\$)-Anonymization Approach using MapReduce for Privacy Preserving Big Data Publishing
Submitted by
grigby1
on Fri, 08/07/2020 - 3:47pm
security of data
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
data privacy
privacy
privacy issues
Big Data
Scalability
Government
AI
anonymity
big data privacy
Credit cards
data publishing approaches
k-anonymity
MapReduce based Anonymization (MRA)
privacy preserving approaches scalability
privacy preserving big data publishing
Publishing
scalable anonymization approach
Scalable k-Anonymization (SKA)
Scalable k-Anonymization approach
scenarios efficient anonymization
timely anonymization
Velocity of data
biblio
Protecting Multimedia Privacy from Both Humans and AI
Submitted by
grigby1
on Fri, 08/07/2020 - 3:47pm
privacy
security of data
Artificial Intelligence
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
data privacy
deep learning
privacy protection
face recognition
Scalability
image
Image coding
adversarial image perturbation
AI-assisted attackers
AI-assisted malicious entities
human adversaries
image privacy
multimedia
multimedia data
multimedia privacy issues
private information
protecting multimedia privacy
AI
biblio
Learning-Based Time Delay Attack Characterization for Cyber-Physical Systems
Submitted by
grigby1
on Fri, 08/07/2020 - 3:39pm
Logic gates
deep learning model
learning (artificial intelligence)
security of data
cyber-physical systems
pubcrawl
Human behavior
Human Factors
Resiliency
Data models
control engineering computing
recurrent neural nets
power engineering computing
power generation
composability
delays
control systems
Smart Grids
Metrics
resilience
power generation control
Delay effects
cyber-attacks
power plants
Air gaps
bidirectional long short-term memory units
built-in attack characterization scheme
delay systems
learning-based time delay attack characterization
long time-sequence data
LSTM-based deep learning approach
power plant control system
system control commands
biblio
PRADA: Protecting Against DNN Model Stealing Attacks
Submitted by
aekwall
on Mon, 08/03/2020 - 10:38am
security of data
Scalability
learning (artificial intelligence)
Resiliency
Human behavior
pubcrawl
Computational modeling
Metrics
neural nets
Neural networks
query processing
Business
Training
Mathematical model
Data mining
Predictive models
Deep Neural Network
application program interfaces
model extraction
Adversarial Machine Learning
API queries
confidentiality protection
DNN model extraction attacks
DNN model stealing attacks
machine learning applications
ML models
model extraction attacks
model stealing
nontargeted adversarial examples
PRADA
prediction accuracy
prediction API
prior model extraction attacks
stolen model
transferable adversarial examples
well-defined prediction APIs
Adversary Models
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