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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
CNN model
biblio
Deep Learning with Feature Reuse for JPEG Image Steganalysis
Submitted by aekwall on Mon, 11/09/2020 - 1:12pm
J-UNIWARD
32-layer convolutional neural networks
bit per nonzero AC DCT coefficient
bottleneck layers
bpnzAC
conventional SCA-GFR method
detection error rate reduction
feature reuse
Gabor filters
Steganography
JPEG compressed image
JPEG image steganalysis
JPEG steganalysis methods
shared features
weak hidden information
XuNet method
Information Reuse and Security
computer architecture
CNN model
Compositionality
Transform coding
distortion
convolution
discrete cosine transforms
Image coding
data compression
convolutional neural nets
Training
deep learning
pubcrawl
Resiliency
learning (artificial intelligence)
feature extraction
biblio
Deep Learning Poison Data Attack Detection
Submitted by grigby1 on Wed, 11/04/2020 - 2:15pm
model definitions
variational inference approach
Variational inference
transfer learning
training phase
testing data
system-critical applications
Scalability
Resiliency
resilience
pubcrawl
pre-trained model parameters
poisonous data
poisoned training data
neural nets
network attack
adversarial information
MNIST data
maximum entropy principle
Maximum Entropy method
learning (artificial intelligence)
Human behavior
Entropy
deep neural networks
deep learning poison data attack detection
deep learning
computer network security
CNN model
Bayesian statistic
attacking training data
AI Poisoning
biblio
Preserving Privacy in Convolutional Neural Network: An ∊-tuple Differential Privacy Approach
Submitted by aekwall on Mon, 06/22/2020 - 11:20am
Deep Neural Network
ϵ-tuple differential privacy approach
Training data
significant accuracy degradation
salient data features
reusable output model
privacy preserving model
privacy concern
model inversion attack
model buildup data
financial data
deep neural networks
complex data features
medical data
CNN model
differential privacy
Cloud Computing
transfer learning
image recognition
convolutional neural network
convolutional neural nets
CNN
privacy
classification
composability
pubcrawl
Human behavior
Resiliency
learning (artificial intelligence)
data privacy
Scalability
biblio
A novel network intrusion detection algorithm based on Fast Fourier Transformation
Submitted by aekwall on Mon, 05/11/2020 - 11:19am
image classification
representation learning
network intrusion detection algorithm
Matrix converters
intrusion detection problem
fast Fourier transforms
fast Fourier transformation
Discrete Fourier transforms
FFT
deep learning techniques
NSL-KDD dataset
NSL-KDD
CNN model
deep learning
computer network security
Image coding
Intrusion Detection
network traffic
convolutional neural networks
convolutional neural nets
CNN
network intrusion detection
Metrics
composability
pubcrawl
Resiliency
learning (artificial intelligence)
machine learning algorithms
biblio
Emotion Recognition from 2D Facial Expressions
Submitted by aekwall on Mon, 12/30/2019 - 12:12pm
CNN model
facial recognition
SVM classifier
span texture
shape features
overfitting problem
informative representations
image texture
handcrafted features
gray-level images
facial expression recognition application
Face
2d facial expressions
facial expression recognition
face recognition
Support vector machines
emotion recognition
deep learning
image classification
convolutional neural network
convolutional neural nets
Training
Databases
Metrics
Computational modeling
pubcrawl
Human behavior
Resiliency
learning (artificial intelligence)
feature extraction
biblio
Deep Explanation Model for Facial Expression Recognition Through Facial Action Coding Unit
Submitted by aekwall on Mon, 12/30/2019 - 12:11pm
emotion classes
facial recognition
nonverbal emotional communication method
machine learning tasks
Justification
Hidden Markov models
Gold
FER tasks
facial muscle movements
facial expression recognition
facial action coding units
facial action coding unit
Facial Action Coding System
face recognition
Explanation Model
emotion recognition
Task Analysis
deep learning models
deep explanation model
CNN model
CK+ Dataset
deep learning
convolutional neural network model
convolutional neural nets
Metrics
Computational modeling
pubcrawl
Human behavior
Resiliency
learning (artificial intelligence)
feature extraction
