data privacy

biblio

Test-Driven Anonymization for Artificial Intelligence

Submitted by grigby1 on Thu, 08/13/2020 - 5:07pm

anonymization efforts
artificial intelligence security
test-driven anonymization approach
Software Testing
regulatory requirements
Privacy Protections
nonfunctional quality
k-anonymity
internal requirements
Insurance
functional suitability
functional quality
classification AIs
artificial intelligence tools
anonymized data
anonymization techniques
tools
anonymization
AI context
artificial intelligence technique
testing
Data protection
pattern classification
Production
health care
data privacy
Data models
pubcrawl
Artificial Intelligence
Predictive models
security of data

biblio

Server-Side Fingerprint-Based Indoor Localization Using Encrypted Sorting

Submitted by aekwall on Mon, 08/10/2020 - 10:33am

malicious individuals
localization
indoor radio
Android app
Buildings
Columbia University dormitory
Fingerprinting
GPS signals
homo-morphic cryptographic schemes
Indoor environments
Metrics
server computation capabilities
server-side fingerprint-based indoor localization
socialist millionaire problem
unique encrypted sorting capability
Wi-Fi
Wi-Fi access points
wireless signals
android encryption
pubcrawl
Servers
Cryptography
encryption
data privacy
telecommunication security
Protocols
mobile computing
Resiliency
Human behavior
Scalability
privacy
Databases
smart phones
wireless LAN
Wireless fidelity
Homomorphic encryption
efficiency
fingerprint identification

biblio

Overprivileged Permission Detection for Android Applications

Submitted by aekwall on Mon, 08/10/2020 - 10:32am

Data mining
android encryption
permission mechanism
overprivileged permission detection
frequent item set mining
Droidtector
App protection technology
Android system
smartphone
Metrics
Android applications
Android (operating system)
Cameras
security of data
smart phones
tools
privacy
Google
pubcrawl
Human behavior
Resiliency
privacy leakage
mobile computing
data privacy
encryption
Scalability

biblio

DP-CGAN: Differentially Private Synthetic Data and Label Generation

Submitted by grigby1 on Fri, 08/07/2020 - 3:48pm

generative adversarial networks
training dataset
spent privacy budget
single-digit epsilon parameter
research communities
Renyi differential privacy accountant
original sensitive datasets
label generation
GAN models
DP-CGAN
differentially private synthetic data
differentially private conditional GAN training framework
AI
MNIST dataset
learning (artificial intelligence)
Scalability
Gallium nitride
privacy
Data models
data privacy
Generators
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
Training

biblio

Privacy Preserving Cyberbullying Prevention with AI Methods in 5G Networks

Submitted by grigby1 on Fri, 08/07/2020 - 3:48pm

Scalability
term frequency-inverse document frequency
subscribers benign messages
psychological effects
privacy preserving cyberbullying prevention
operator labels subscribers
online social media
cyberbullying incidents
Cyberbullying Detection
AI methods
5G networks
AI
learning (artificial intelligence)
social networking (online)
telecommunication computing
5G mobile communication
privacy
data privacy
Resiliency
resilience
Human Factors
Human behavior
pubcrawl

biblio

PlaidML-HE: Acceleration of Deep Learning Kernels to Compute on Encrypted Data

Submitted by grigby1 on Fri, 08/07/2020 - 3:48pm

machine learning as a service
Scalability
Resiliency
resilience
pubcrawl
privacy-preserving machine learning
privacy
PPML inference
PlaidML-HE
MLaaS
ML Service
ML kernels
ML front-end frameworks
AI
machine learning
learning (artificial intelligence)
inference mechanisms
Human Factors
Human behavior
Homomorphic encryption
encrypted data
deep learning kernels
data privacy
Cryptography
cryptographic primitives
compiler

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

countermeasures
Standards Developing Organizations
security of data
security
SDOs
Resiliency
privacy
IEC standards
Human behavior
defense strategies
data privacy
Data models
big data privacy
big data security
Big Data
artificial intelligence systems
Artificial Intelligence
AI systems developments
AI
Metrics
Scalability
resilience
Human Factors
pubcrawl

biblio

Applying Differential Privacy Mechanism in Artificial Intelligence

Submitted by grigby1 on Fri, 08/07/2020 - 3:48pm

privacy
multi-agent system
distributed machine learning
differential privacy mechanism
differential privacy
AI
multiagent systems
Scalability
multi-agent systems
Reinforcement learning
federated learning
learning (artificial intelligence)
data privacy
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
Artificial Intelligence
security
machine learning

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

big data privacy
Velocity of data
timely anonymization
scenarios efficient anonymization
Scalable k-Anonymization approach
Scalable k-Anonymization (SKA)
scalable anonymization approach
Publishing
privacy preserving big data publishing
privacy preserving approaches scalability
MapReduce based Anonymization (MRA)
k-anonymity
data publishing approaches
Credit cards
security of data
anonymity
AI
Government
Scalability
Big Data
privacy issues
privacy
data privacy
Resiliency
resilience
Human Factors
Human behavior
pubcrawl

biblio

Artificial Intelligence and the Privacy Paradox of Opportunity, Big Data and The Digital Universe

Submitted by grigby1 on Fri, 08/07/2020 - 3:47pm

5G mobile communication
The Internet of Things (IoT)
Social Networking Sites (SNS)
privacy paradox
privacy issue
Digital Universe
Data Analytics
5G technology
AI
face recognition
Scalability
Big Data
Internet of Things
privacy
data privacy
Resiliency
resilience
Human Factors
Human behavior
pubcrawl
IoT
Artificial Intelligence
data analysis

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Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

data privacy

Test-Driven Anonymization for Artificial Intelligence

Server-Side Fingerprint-Based Indoor Localization Using Encrypted Sorting

Overprivileged Permission Detection for Android Applications

DP-CGAN: Differentially Private Synthetic Data and Label Generation

Privacy Preserving Cyberbullying Prevention with AI Methods in 5G Networks

PlaidML-HE: Acceleration of Deep Learning Kernels to Compute on Encrypted Data

Privacy and Security of Big Data in AI Systems: A Research and Standards Perspective

Applying Differential Privacy Mechanism in Artificial Intelligence

A Scalable (\$\textbackslashtextbackslashalpha, k\$)-Anonymization Approach using MapReduce for Privacy Preserving Big Data Publishing

Artificial Intelligence and the Privacy Paradox of Opportunity, Big Data and The Digital Universe