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Cyber-Physical Systems Virtual Organization
Read-only archive of site from September 29, 2023.
CPS-VO
white-box attacks
biblio
Fooling A Deep-Learning Based Gait Behavioral Biometric System
Submitted by grigby1 on Thu, 03/04/2021 - 2:34pm
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
Encrypted-Input Program Obfuscation: Simultaneous Security Against White-Box and Black-Box Attacks
Submitted by grigby1 on Thu, 03/04/2021 - 2:33pm
pubcrawl
Logic gates
machine learning
machine learning as a service
machine learning programs
Metrics
program confidentiality
program obfuscation
provable program obfuscation solution
learning (artificial intelligence)
range membership programs
resilience
security
traditional cryptographic program obfuscation model
white box
white box cryptography
White Box Security
white-box attacks
cloud services
Resiliency
Predictive Metrics
Compositionality
Black Box Attacks
black box encryption
black-box attacks
Cloud Computing
cloud programs
provable security
composability
Computational modeling
Cryptography
data privacy
Decision trees
encrypted-input program obfuscation
encryption
equivalent unobfuscated program
biblio
BlurNet: Defense by Filtering the Feature Maps
Submitted by grigby1 on Mon, 12/28/2020 - 12:48pm
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
Semi-black-box Attacks Against Speech Recognition Systems Using Adversarial Samples
Submitted by grigby1 on Fri, 09/04/2020 - 4:10pm
automatic speech recognition systems
Black Box Security
targeted ASR systems
semiblack-box attack
semi-black-box attacks
security vulnerabilities
Kaldi
high attack success rate
gradient-independent genetic algorithm
gradient descent algorithm
adversary-expected transcript texts
adversarial samples
adversarial attacks
white-box attacks
Speech recognition
gradient methods
security of data
Deep Neural Network
Perturbation methods
deep neural networks
Statistics
Sociology
genetic algorithms
neural nets
resilience
Resiliency
Metrics
composability
pubcrawl
Hidden Markov models
Computational modeling
biblio
Targeted Adversarial Examples for Black Box Audio Systems
Submitted by grigby1 on Fri, 09/04/2020 - 4:10pm
adversarial perturbations
Black Box Security
white-box attacks
speech-to-text
Speech recognition
gradient methods
gradient estimation
fooling ASR systems
estimation
deep recurrent networks
black-box
black box audio systems
automatic speech recognition systems
audio transcription
audio systems
adversarial generation
security of data
Approximation algorithms
recurrent neural nets
adversarial attack
deep neural networks
Statistics
Sociology
genetic algorithms
Decoding
resilience
Resiliency
Metrics
composability
pubcrawl
Task Analysis
biblio
A Masked White-Box Cryptographic Implementation for Protecting Against Differential Computation Analysis
Submitted by aekwall on Mon, 07/20/2020 - 10:54am
Table lookup
white box cryptography
white-box lookup table generation
white-box cryptography
white-box cryptographic implementation
white-box attacks
power analysis
gray-box attack
differential computation analysis
countermeasure
Cryptography
Power demand
encoding
Correlation
Metrics
composability
pubcrawl
Resiliency
Software
Runtime
biblio
Light-weight white-box encryption scheme with random padding for wearable consumer electronic devices
Submitted by aekwall on Mon, 07/20/2020 - 10:45am
white-box attacks
white box cryptography
white-box attack contexts
wearabledevices
wearable consumer electronic devices
wearable computing
random secret components
random padding
physical nature
low computational power
limited memory
lightweight white box encryption scheme
decryption algorithms
Consumer electronics
Cryptography
cryptosystem
wearable computers
Wearable devices
Context
privacy protection
pubcrawl
Data mining
Metrics
composability
Resiliency
performance evaluation
encryption
biblio
Towards Understanding Limitations of Pixel Discretization Against Adversarial Attacks
Submitted by grigby1 on Tue, 02/18/2020 - 11:52am
neural nets
white-box attacks
white box cryptography
Training
Robustness
Resiliency
resilience
pubcrawl
preprocessing defense methods
preprocessing defense
pixel discretization defense method
pixel discretization
Perturbation methods
Neural networks
adversarial attacks
MNIST
Metrics
Measurement
machine learning
low computational overhead
ImageNet
Image Processing
deep learning
Data models
Cryptography
composability
Artificial Neural Networks
