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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
signal classification
biblio
A Deep Learning Approach in the Discrete Cosine Transform Domain to Median Filtering Forensics
Submitted by grigby1 on Thu, 04/08/2021 - 4:14pm
maxout function
frequency-domain analysis
discrete cosine transforms
median filters
adaptive filtering layer
AFL
batch normalization operations
classification layer
convolutional stream
discrete cosine transform domain
main frequency range
signal classification
median filtering
median filtering forensics
median filtering manipulation
multiscale convolutional block
multiscale feature fusion strategy
multiscale manipulation features
operational traces
resultant features
Softmax function
Resiliency
Training
feature extraction
CNN
convolution
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
learning (artificial intelligence)
Scalability
sensor fusion
deep learning
Kernel
Forensics
convolutional neural network
convolutional neural networks
Image forensics
information forensics
biblio
Potential Barriers to Music Fingerprinting Algorithms in the Presence of Background Noise
Submitted by grigby1 on Wed, 01/20/2021 - 3:07pm
iKala dataset
song identification
signal classification
Shazam
Resiliency
resilience
pubcrawl
MusicBrainz dataset
music fingerprinting algorithms
music fingerprint classification
music
MIR-1K dataset
MFP
learning (artificial intelligence)
Image Processing
acoustic feature modeling
Human behavior
Hashing curve detection
digital signatures
digital signature
deep learning techniques
condensed signature
composability
classification
audio signal processing
audio signal
audio sample identification
Acoustic signal processing
Acoustic Fingerprints
Acoustic Fingerprint
biblio
Robust Sound Classification for Surveillance using Time Frequency Audio Features
Submitted by grigby1 on Fri, 12/11/2020 - 1:43pm
sound data
robust sound classification
Scalability
security
security alerts
security of data
self-generated dataset
signal based features
signal characteristics
signal classification
sound
Resiliency
Spectrogram
surveillance
Time Frequency Analysis
time frequency audio features
time series
time-based features
Time-frequency Analysis
unusual activity
Videos
learning (artificial intelligence)
ambiguous behaviour
audio events
audio signal processing
auditory classification
convolution
convolution neural network
convolutional neural nets
ESC-50 datasets
feature extraction
Acoustic signal processing
Mel frequency cepstral coefficient
Mel Spectrogram
Metrics
MFCC
Neural networks
outlier
perception
pubcrawl
resilience
biblio
Chirp Rate Estimation and micro-Doppler Signatures for Pedestrian Security Radar Systems
Submitted by grigby1 on Fri, 12/11/2020 - 1:41pm
security
radar antennas
radar detection
radar receivers
radar resolution
radar sensors
resilience
Resiliency
saturated accelerograms
Scalability
Radar
security systems
signal classification
Spectrogram
target classification
target detection
Time Frequency Analysis
Time-frequency Analysis
time-frequency domain
high-resolution radar
chirp modulation
chirp rate estimation
chirp rate estimators
CW radar
Doppler radar
estimation
FM radar
FMCW
FMCW radar
Chirp
linear frequency modulated continuous wave
Metrics
micro-Doppler
microDoppler signal analysis
microDoppler signatures
object detection
pedestrian security radar systems
pubcrawl
biblio
Machine Learning Bluetooth Profile Operation Verification via Monitoring the Transmission Pattern
Submitted by grigby1 on Fri, 09/04/2020 - 3:27pm
radio frequency output power
electronic engineering computing
Hardware Security
hardware-software security
integrated circuit manufacture
k-nearest neighbor
license communication IC
low computational complexity
low-cost legacy technology
mobile radio
profile classification algorithm
custom low-frequency integrated circuit
RF envelope detector
RF output power
RF Power
signal classification
smart descriptive time-domain feature extraction
Supervisory Circuit
support vector machine
transmission pattern
Cyber Physical System
bluetooth security
cyber physical systems
telecommunication security
pubcrawl
composability
Resiliency
resilience
Human behavior
machine learning
feature extraction
classifier
learning (artificial intelligence)
security
formal verification
Decision Tree
system-on-chip
telecommunication computing
Bluetooth
Blue-tooth
Bluetooth profile operation verification
Bluetooth SoC
Bluetooth System-on-Chip
communication complexity
biblio
An Analytical Framework for Security-Tuning of Artificial Intelligence Applications Under Attack
Submitted by grigby1 on Thu, 08/13/2020 - 4:07pm
artificial intelligence applications
artificial intelligence security
signal classification
security-tuning
perturbation attack
parameters tuning
ML parameters
ML experts
ML algorithms
medical signal processing
k-nearest neighbors algorithm
input data perturbation attack
electroencephalography
electroencephalogram signals
EEG dataset
data classification
learning (artificial intelligence)
analytical framework
AI application
classification accuracy
tuning
testing
Prediction algorithms
Perturbation methods
machine learning algorithms
optimization
pubcrawl
Artificial Intelligence
security
machine learning
security of data
biblio
Recognizing Driver Talking Direction in Running Vehicles with a Smartphone
Submitted by aekwall on Mon, 08/03/2020 - 9:16am
direction-of-arrival estimation
Acoustic Fingerprints
time-of-arrival estimation
talking status identification
speech signal
Source separation
safety enhancement
recognition
phone placements
multipath effects
microphones
in-vehicle environment
fingerprint based sound source localization approaches
driver talking direction recognition
Driver Talking Direction
driver distraction
road safety
channel fingerprint extraction
Acoustic signal processing
driver information systems
signal classification
classification accuracy
fingerprint
speech processing
Human Factors
smartphone
smart phones
composability
pubcrawl
Human behavior
Resiliency
biblio
A Multivariate Time Series Classification based Multiple Fault Diagnosis Method for Hydraulic Systems
Submitted by aekwall on Mon, 05/18/2020 - 9:49am
multiple fault diagnosis
Transforms
signal classification
nonlinear complex systems
multivariate time series classification
multivariate time series analysis
multivariable timing characteristics
multiple-faults classification
multiple faults conditions
multiple fault diagnosis method
multi-class OVO-SVM
hydraulic systems
1-NN method
Support vector machines
mechanical engineering computing
fault diagnosis
time series
Human Factors
signal detection
cyber physical systems
neural nets
Metrics
classification
pubcrawl
Resiliency
biblio
Decoding of Mind-Generated Pattern Locks for Security Checking Using Type-2 Fuzzy Classifier
Submitted by grigby1 on Tue, 11/26/2019 - 2:34pm
resilience
Human Factors
Interval Type-2 Fuzzy Classifier
mind-generated pattern locks
neurological disorder
neuromuscular disability
P300 signals
pattern locks
pubcrawl
human factor
Resiliency
Scalability
security
security checking
signal classification
Training
type-2 fuzzy classifier
electroencephalography
BCI paradigm
BCI system
biometric security option
biometrics (access control)
brain-computer interface system
brain-computer interfaces
Decoding of Pattern Locks
electroencephalogram signals
Band-pass filters
Event RelatedPotentials
feature extraction
Firing
fuzzy set theory
Fuzzy sets
handicapped aids
Human behavior
biblio
Location Determination by Processing Signal Strength of Wi-Fi Routers in the Indoor Environment with Linear Discriminant Classifier
Submitted by grigby1 on Mon, 11/04/2019 - 11:39am
Metrics
wireless LAN
Wireless fidelity
Wi-Fi signal values
Wi-Fi signal strength
Wi-Fi routers
Topology
statistical analysis
signal classification
Router Systems Security
Resiliency
resilience
pubcrawl
classification
Mathematical model
machine learning algorithms
location determination
linear discriminant analysis classification
Linear discriminant analysis
indoor radio
indoor location determination
Global Positioning System signals
Global Positioning System
Fingerprint recognition
Classification algorithms
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