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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
natural images
biblio
Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection
Submitted by grigby1 on Fri, 06/19/2020 - 10:49am
machine learning
Training
Sensitivity
Scalability
Resiliency
resilience
pubcrawl
Policy-Governed Secure Collaboration
policy-based governance
Perturbation methods
noninvasive universal perturbation attack
Neural networks
natural scenes
natural images
MobileNet
adversarial examples
learning (artificial intelligence)
layer directed discriminative noise
false trust
false positive rate
dominant layers
distortion
discriminative noise injection strategy
deep neural networks
deep learning
convolutional neural nets
computer vision tasks
computer vision
computer architecture
adversarial images
biblio
Image steganography using texture features and GANs
Submitted by aekwall on Mon, 03/30/2020 - 10:40am
complex texture regions
varisized images
truncated layer
texture-based loss
texture features
texture feature
stego images
stego image distortions
natural images
invisible perturbations
Image Steganography
hidden writing
encoder-decoder framework
cover images
convolutional network
feature extraction
Adversarial training
adversarial discriminator
Steganography
secret information
mean squared error
image texture
deep neural networks
QR codes
QR code
cyber physical systems
Cryptography
pubcrawl
Resiliency
