learning (artificial intelligence)

biblio

Spectral Keyboard Streams: Towards Effective and Continuous Authentication

Submitted by grigby1 on Tue, 02/27/2018 - 2:38pm

keystroke dynamics
Vectors
timing
Time series analysis
time series
spectral keyboard streams
robust authentication mechanisms
pubcrawl
online learning platforms
on-line assessment
Metrics
learning (artificial intelligence)
keystroke time series
Keystroke Streams
authentication
keystroke analysis
Keyboards
keyboard user monitoring
keyboard dynamics
Human Factors
Human behavior
discrete wavelet transforms
discrete wavelet transform
Discrete Fourier transforms
discrete Fourier transform
Continuous Authentication
benchmark feature vector representation
behavioral biometric

biblio

A smart city cyber security platform for narrowband networks

Submitted by grigby1 on Wed, 02/21/2018 - 1:43pm

narrowband technologies
threat deep learning-based model
smart city cyber security platform
Smart City
smart cities
Sigfox
security of data
Resiliency
resilience
public administration
pubcrawl
Network Security Architecture
NB-IOT
Computer crime
narrowband networks
Narrowband
LoRaWAN
learning (artificial intelligence)
Intrusion Detection
IDS
DoS
denial of service attack
deep learning
Data models
cyber-attack detection

biblio

Differential mutual information forward search for multi-kernel discriminant-component selection with an application to privacy-preserving classification

Submitted by grigby1 on Thu, 02/15/2018 - 11:39am

privacy
Measurement
mKDCA feature-map
mobile computing
mobile sensing
multi-kernel learning
multikernel discriminant-component selection
multiple Kernel Discriminant Component Analysis feature-map
Mutual information
pattern classification
machine learning
privacy-aware classification
privacy-preserving classification
pubcrawl
Redundancy
resilience
Resiliency
Scalability
utility classification performance
Human behavior
Artificial Intelligence
Compressive Privacy
data privacy
Differential mutual information
Differential Mutual Information (DMI)
DMI forward search method
feature engineering
Fisher's discriminant analysis
high-quality predictor
AI
human factor
Human Factors
incremental forward search
Kernel
Kernel Discriminant Component Analysis (KDCA)
kernel selection
Kernels
learning (artificial intelligence)

biblio

Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning

Submitted by grigby1 on Thu, 02/15/2018 - 11:39am

Laplace Mechanism
training steps
Training
Scalability
Resiliency
resilience
pubcrawl
privacy budget consumption
privacy
Neurons
neural nets
machine learning
loss functions
learning (artificial intelligence)
Laplace transforms
adaptive Laplace mechanism
Human Factors
human factor
Human behavior
differential privacy preservation
differential privacy
deep neural networks
deep learning
data privacy
Computational modeling
Biological neural networks
Artificial Intelligence
AI
affine transforms
affine transformations

biblio

Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption

Submitted by grigby1 on Thu, 02/15/2018 - 11:39am

resilience
novel efficient encryption scheme
privacy
privacy-preserving framework
privacy-preserving methods
privacy-preserving visual learning
private data
private information
pubcrawl
multiple classifiers
Resiliency
Scalability
sparse data
Videos
visual classifiers
visual recognition methods
visualization
homomorphic cryptosystem
Artificial Intelligence
computer vision
Cryptography
data privacy
Distributed databases
doubly permuted homomorphic encryption
encryption
high-dimensional data
AI
Human behavior
human factor
Human Factors
Image Processing
learning (artificial intelligence)
learning procedure
leveraging distributed private image data

biblio

Human interactive machine learning for trust in teams of autonomous robots

Submitted by K_Hooper on Wed, 02/14/2018 - 12:02pm

interactive systems
unmanned vehicles
Unmanned Systems
Training
supervisory control
robots
pubcrawl
neuroevolutionary machine-learning techniques
multi-robot systems
mobile robots
ML behavior
machine learning algorithms
machine learning
learning (artificial intelligence)
automation
IML-generated search plans
human-robot interaction
human trust
human interactive machine learning
Human behavior
Human automation interaction
Conferences
Computers
command and control systems
black box algorithms
autonomous team behaviors
autonomous robot teams

biblio

Predicting trust in human control of swarms via inverse reinforcement learning

Submitted by K_Hooper on Wed, 02/14/2018 - 12:02pm

Markov Decision Process
Computational modeling
decision theory
existing trust models
Human behavior
human-in-the-loop systems
human trust
inverse reinforcement learning algorithm
learning (artificial intelligence)
Learning systems
trust level
Markov processes
multi-robot systems
pubcrawl
robotic swarm
Robot kinematics
Robot sensing systems
search mission
telerobotics
Training

biblio

A user-centric machine learning framework for cyber security operations center

Submitted by K_Hooper on Wed, 02/14/2018 - 12:00pm

Scalability
Mathematical model
Metrics
model performance evaluations
Predictive models
preventive technologies
pubcrawl
Resiliency
risk score generation
risky user detection
malicious attacks
security event normalization
security information and event management system
security of data
SIEM
SOC analyst productivity
Symantec SOC production environment
user-centric
user-centric machine learning framework
flag alerts
computer security
cyber security operation center
cyber security operations center
cyber security practitioners
Data collection
Data models
data scientists
false positive rate reduction
feature engineering
artificial intelligence security
Human behavior
label creation
learning (artificial intelligence)
Learning systems
machine learning algorithm selection
machine learning algorithms
machine learning researchers
machine learning system

biblio

Physical security assessment with convolutional neural network transfer learning

Submitted by K_Hooper on Wed, 02/14/2018 - 11:59am

security of data
physical security
physical security assessment
physical security system
physical security video data
pubcrawl
Resiliency
Scalability
security
Periodic retraining
Support vector machines
target detection
Training
Training data
transfer learning
video signal processing
visible imager data
artificial intelligence security
object recognition tasks
Object recognition
object detection
Nuisance Alarms
neural nets
Metrics
machine learning
learning (artificial intelligence)
human in the loop ground truth data
Human behavior
feature extraction
deep learning techniques
convolutional neural network transfer learning
convolutional neural network
Artificial Neural Networks

biblio

Feature-based transfer learning for network security

Submitted by K_Hooper on Wed, 02/14/2018 - 11:59am

signature-based detection systems
network data
network security
nonlabeled testing sets
pattern classification
pubcrawl
Resiliency
Robustness
Scalability
security of data
network attack detection
supervised learning approaches
testing
testing datasets
Training
training dataset
transfer learning
unseen attacks
unseen network attacks
unseen variants
Knowledge engineering
artificial intelligence security
attack behaviors
common base classifier
computer security
different distribution
feature distribution
feature extraction
feature-based transfer learning technique
Human behavior
Analytical models
labeled datasets
labeled training sets
learned model
learned models
learning (artificial intelligence)
machine learning
machine learning-based approaches
Metrics

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Cyber-Physical Systems Virtual Organization

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

learning (artificial intelligence)

Spectral Keyboard Streams: Towards Effective and Continuous Authentication

A smart city cyber security platform for narrowband networks

Differential mutual information forward search for multi-kernel discriminant-component selection with an application to privacy-preserving classification

Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning

Privacy-Preserving Visual Learning Using Doubly Permuted Homomorphic Encryption

Human interactive machine learning for trust in teams of autonomous robots

Predicting trust in human control of swarms via inverse reinforcement learning

A user-centric machine learning framework for cyber security operations center

Physical security assessment with convolutional neural network transfer learning

Feature-based transfer learning for network security