neural nets

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

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

Lightweight Obfuscation Techniques for Modeling Attacks Resistant PUFs

Submitted by grigby1 on Tue, 02/06/2018 - 1:55pm

message authentication
Ubiquitous Computing Security
ubiquitous computing
Support vector machines
Scalability
Resistance
Resiliency
resilience
PUF
pubcrawl
physical unclonable functions
physical unclonable function (PUF)
neural nets
Metrics
Arbiter-PUF
machine-learning
machine learning
low-cost pervasive devices
low-cost authentication
Logic gates
lightweight obfuscation
learning (artificial intelligence)
Human Factors
Human behavior
delays
authentication
Artificial Neural Networks

biblio

Towards a neural language model for signature extraction from forensic logs

Submitted by K_Hooper on Wed, 01/10/2018 - 11:14am

natural language text
use cases
text analysis
Software
signature extraction frameworks
Scalability
rule-based systems
rule-based approaches
Resiliency
pubcrawl
Predictive models
pattern clustering
nonmutable part identification
Neural networks
neural nets
neural language model
Clustering algorithms
natural language processing
log message
log line clustering
learning (artificial intelligence)
knowledge based systems
Human behavior
Heuristics
handcrafted algorithms
Forensics
forensic log analysis
error-prone
Digital Forensics
data analysis
complex relationship learning

biblio

Phishing websites classifier using polynomial neural networks in genetic algorithm

Submitted by grigby1 on Wed, 12/20/2017 - 1:07pm

genetic algorithms
Web sites
Statistics
Sociology
pubcrawl
phishing Websites classifier
Phishing
neural networks techniques
Neural networks
Neural network (NN)
neural nets
improved polynomial neural networks
Human Factors
Human behavior
AI techniques
Genetic Algorithm (GA)
genetic algorithm
Error analysis
data structures
data structure
Data mining
data classification
Computer crime
classification techniques
chromosome recombination operators
brain
Artificial Intelligence

biblio

Combining convolutional neural network and self-adaptive algorithm to defeat synthetic multi-digit text-based CAPTCHA

Submitted by grigby1 on Wed, 12/20/2017 - 1:03pm

character recognition
human beings
text-based scheme
synthetic multidigit text-based CAPTCHA
self-adaptive algorithm
Segmentation
reverse Turing test
Optical character recognition software
image segmentation
data entry
convolutional neural network
convolution
China
character segmentation
pubcrawl
CAPTCHA segmentations
Business
add-on recognition part
Neural networks
captchas
CAPTCHA
Clustering algorithms
neural nets
text analysis
composability
clustering
Human Factors
Human behavior

biblio

Using synthetic data to train neural networks is model-based reasoning

Submitted by grigby1 on Wed, 12/20/2017 - 1:03pm

Captcha-breaking architecture
human beings
wikipedia
Training
task-specific posterior uncertainty
synthetic-data generative model
synthetic training data
proposal distribution generator learning
Neural networks
neural network training
neural network parameter optimization
neural network generalization
model-based reasoning
Facebook
Computational modeling
pubcrawl
Bayesian model-based reasoning
approximate inference
captchas
CAPTCHA
neural nets
Generators
social networking (online)
Web sites
Training data
learning (artificial intelligence)
Data models
composability
Human Factors
Human behavior

biblio

Temperature-dependent demagnetization nonlinear Wiener model with neural network for PM synchronous machines in electric vehicle

Submitted by grigby1 on Mon, 12/04/2017 - 12:49pm

neural nets
Temperature-dependent demagnetization nonlinear Wiener model
temperature compensation
temperature
synchronous motors
Resiliency
remanence
pubcrawl
power engineering computing
PMSM
PM synchronous machine
permanent magnet synchronous motor demagnetization
permanent magnet motors
permanent magnet flux
Nonlinear Wiener model
neural network
BP Neural Network
motor temperature
Mathematical model
Magnetic Remanence
Magnetic flux
intrinsic coercivity
Electric Vehicles
electric vehicle
Demagnetization
demagnetisation
Data models
Compositionality
composability
compensation
coercive force

biblio

Analyzing flow-based anomaly intrusion detection using Replicator Neural Networks

Submitted by grigby1 on Mon, 11/20/2017 - 12:20pm

Intrusion Detection
Training
RNN infrastructure
resource exhaustion attack detection
Resiliency
replicator neural network infrastructure
pubcrawl
policy-based governance
Policy
Neural networks
neural nets
network profiling technique
learning (artificial intelligence)
anomaly-based intrusion detection
internet
Government
Governance
flow-based anomaly intrusion detection analysis
feature extraction
Entropy
deep learning technique
computer network security
Computational modeling
collaboration
Artificial Neural Networks
artificial neural network

biblio

Artificial neural network based static security assessment module using PMU measurements for smart grid application

Submitted by grigby1 on Mon, 11/20/2017 - 12:20pm

smart grid system
policy-based governance
power engineering computing
power system security
pubcrawl
real-time systems
Resiliency
security
smart grid application
Policy
smart power grids
standard IEEE 30 bus system
static security assessment scheme
Training
voltage magnitude
Voltage measurement
zero injection buses
inter connected power system
artificial neural network based static security assessment module
Artificial Neural Networks
collaboration
genetic algorithm
genetic algorithms
Governance
Government
IEEE standards
artificial neural network
neural nets
Neurons
optimization model
phasor measurement
Phasor Measurement Unit
Phasor measurement units
PMU measurements

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Cyber-Physical Systems Virtual Organization

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

neural nets

Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning

Physical security assessment with convolutional neural network transfer learning

Lightweight Obfuscation Techniques for Modeling Attacks Resistant PUFs

Towards a neural language model for signature extraction from forensic logs

Phishing websites classifier using polynomial neural networks in genetic algorithm

Combining convolutional neural network and self-adaptive algorithm to defeat synthetic multi-digit text-based CAPTCHA

Using synthetic data to train neural networks is model-based reasoning

Temperature-dependent demagnetization nonlinear Wiener model with neural network for PM synchronous machines in electric vehicle

Analyzing flow-based anomaly intrusion detection using Replicator Neural Networks

Artificial neural network based static security assessment module using PMU measurements for smart grid application