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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
fast gradient sign method
biblio
Fooling A Deep-Learning Based Gait Behavioral Biometric System
Submitted by grigby1 on Thu, 03/04/2021 - 1:34pm
Metrics
FGSM
FGSM iterations
gait behavioral biometrics
gradient methods
LSTM
machine learning algorithms
machine learning model
mature techniques
fast gradient sign method
privacy
pubcrawl
resilience
Resiliency
shadow model
Training
user behavioral information
white-box attacks
black-box attack
white box
security
adversarial learning attacks
Adversarial Machine Learning
authentication
authorisation
Biological system modeling
biometrics (access control)
White Box Security
Classification algorithms
composability
counter spoofing threats
deep learning (artificial intelligence)
Deep-learning
deep-learning based gait behavioral biometric system
end-user devices
extent FGSM
biblio
Adversarial Perturbations Fool Deepfake Detectors
Submitted by grigby1 on Fri, 01/15/2021 - 11:02am
adversarial perturbations
Lipschitz regularization
image restoration
generative convolutional neural networks
fast gradient sign method
Deepfakes
deepfake image enhancement
deepfake detectors
Deep Image Prior
faces
DeepFake
image enhancement
generative adversarial networks
Detectors
feature extraction
Training
gradient methods
resilience
Electronics packaging
Perturbation methods
Scalability
Resiliency
Metrics
Human Factors
Human behavior
pubcrawl
Neural networks
convolutional neural nets
Unsupervised Learning
