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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Perturbation methods
biblio
Optimising Network Architectures for Provable Adversarial Robustness
Submitted by aekwall on Tue, 10/12/2021 - 3:13pm
Neural networks
Robustness
Computational modeling
Perturbation methods
Predictive models
Training
pubcrawl
Resiliency
Compositionality
artificial neural network
Predictive Metrics
provable security
computer vision
network architecture
biblio
Evaluating and Improving Adversarial Attacks on DNN-Based Modulation Recognition
Submitted by grigby1 on Tue, 10/12/2021 - 2:48pm
adversarial attacks
convergence
deep learning
Iterative methods
Measurement
Metrics
modulation
modulation recognition
Perturbation methods
Predictive models
predictive security metrics
pubcrawl
Task Analysis
wireless security
biblio
Quantifying DNN Model Robustness to the Real-World Threats
Submitted by grigby1 on Tue, 10/12/2021 - 2:48pm
adversarial example
Cameras
Computational modeling
Detectors
Metrics
Neural networks
Perturbation methods
Predictive models
predictive security metrics
pubcrawl
Robustness
Safety
threat severity
biblio
HopSkipJumpAttack: A Query-Efficient Decision-Based Attack
Submitted by grigby1 on Tue, 10/12/2021 - 2:47pm
estimation
Iterative methods
Measurement
Metrics
Neural networks
optimization
Perturbation methods
Predictive models
predictive security metrics
pubcrawl
biblio
Defending Against Adversarial Attacks in Deep Learning with Robust Auxiliary Classifiers Utilizing Bit Plane Slicing
Submitted by grigby1 on Mon, 10/04/2021 - 3:04pm
adversarial defense
bit plane slicing
composability
convolution
deep learning
Hardware
Metrics
Neural networks
object oriented security
Perturbation methods
pubcrawl
Resiliency
security
security of neural networks
biblio
TAaMR: Targeted Adversarial Attack against Multimedia Recommender Systems
Submitted by aekwall on Tue, 08/31/2021 - 11:48am
Measurement
Task Analysis
visualization
Human Factors
Perturbation methods
Scalability
feature extraction
pubcrawl
Resiliency
recommender systems
Adversarial Machine Learning
Multimedia systems
biblio
Vulnerability of Person Re-Identification Models to Metric Adversarial Attacks
Submitted by grigby1 on Mon, 08/02/2021 - 3:42pm
Measurement
Metrics
metrics testing
Perturbation methods
Protocols
pubcrawl
Robustness
Task Analysis
testing
Training
biblio
A Two-Layer Moving Target Defense for Image Classification in Adversarial Environment
Submitted by grigby1 on Mon, 08/02/2021 - 3:11pm
deep learning
Training
Predictive models
machine learning
machine learning algorithms
pubcrawl
Metrics
Scalability
Perturbation methods
Image Processing
Robustness
image classification
adversarial sample
defensive technique
biblio
Evaluation of Adversarial Attacks Based on DL in Communication Networks
Submitted by aekwall on Tue, 07/27/2021 - 1:58pm
Resiliency
Metrics
pubcrawl
Perturbation methods
Reliability
information security
Neural networks
testing
Individual Identification
Deep Neural Network
communication security
Communication networks
adversarial example
Black Box Attacks
composability
biblio
Improved Adversarial Attack against Black-box Machine Learning Models
Submitted by aekwall on Tue, 07/27/2021 - 1:58pm
composability
Resiliency
Metrics
pubcrawl
optimization
Perturbation methods
security
PSO
particle swarm optimization
machine learning models
boundary attack
Biological neural networks
adversarial samples
Black Box Attacks
convergence
search problems
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