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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
input image
biblio
Neural Style Transfer Using VGG19 and Alexnet
Submitted by grigby1 on Wed, 03/09/2022 - 11:57am
AlexNet
VGG19
Total Loss Convolution Neural Network
telecommunication computing
Tanh
style loss
style image
Sigmoid
Relu
Output styled image
input image
Creativity
Content Loss
computer architecture
Activation Function
neural style transfer
ART
automation
Metrics
Scalability
Resiliency
resilience
pubcrawl
convolution
deep learning
biblio
BlurNet: Defense by Filtering the Feature Maps
Submitted by grigby1 on Mon, 12/28/2020 - 11:48am
Scalability
malicious examples
Metrics
neural nets
Neural networks
Perturbation methods
pubcrawl
resilience
Resiliency
robust physical perturbations
Robustness
RP
malicious adversary
security of data
standard blur kernels
standard-architecture traffic sign classifiers
standards
stop signs
substitute model
targeted misclassification rates
traffic engineering computing
victim model
white stickers
white-box attacks
frequency analysis
adaptive attack evaluation
adaptive filtering
adversarial defense
adversarial images
Adversarial Machine Learning
Adversarial robustness
attack algorithms
black stickers
blackbox transfer attack
BlurNet
depthwise convolution layer
Adaptation models
gradient information
high frequency noise
image recognition
image restoration
input image
Kernel
layer feature maps
learning (artificial intelligence)
low-pass filters
lowpass filtering behavior
biblio
Robustness Analysis of CNN-based Malware Family Classification Methods Against Various Adversarial Attacks
Submitted by grigby1 on Thu, 10/29/2020 - 10:12am
image-based classification methods
security
Robustness
Resiliency
resilience
pubcrawl
privacy
Microsoft malware dataset
Metrics
malware family classification
malware classification
malware
invasive software
input image
imperceptible nonrandom perturbations
adversarial attacks
image colour analysis
Image color analysis
image classification
Human behavior
feature extraction
convolutional neural networks
convolutional neural network-based malware family classification methods
convolutional neural nets
Conferences
CNN-based malware family classification method
CNN-based classification methods
Analytical models
adversarial example
