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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Perturbation methods
biblio
Feature Vulnerability and Robustness Assessment against Adversarial Machine Learning Attacks
Submitted by grigby1 on Tue, 01/11/2022 - 9:34am
adversarial learning
attack surface
denial-of-service attack
face recognition
feature extraction
Intrusion Detection
machine learning
Metrics
network traffic analysis
Perturbation methods
pubcrawl
resilience
Resiliency
Roads
Scalability
telecommunication traffic
biblio
Structure-Aware Hierarchical Graph Pooling using Information Bottleneck
Submitted by aekwall on Mon, 01/10/2022 - 11:50am
attack graphs
Benchmark testing
codes
composability
Data models
graph classification
graph neural networks
Graph Pooling
Information bottleneck
Perturbation methods
Predictive Metrics
pubcrawl
Resiliency
Robustness
Stability analysis
biblio
Introducing K-Anonymity Principles to Adversarial Attacks for Privacy Protection in Image Classification Problems
Submitted by grigby1 on Mon, 12/20/2021 - 12:31pm
adversarial attacks
anonymity
composability
Human behavior
k-anonymity
machine learning
Metrics
Perturbation methods
privacy
pubcrawl
resilience
Resiliency
Robustness
signal processing
Training
visualization
biblio
Frequency-based Automated Modulation Classification in the Presence of Adversaries
Submitted by aekwall on Mon, 12/20/2021 - 11:31am
Human behavior
Adversary Models
RF signals
automatic modulation classification
adversarial attacks
Interference
Frequency modulation
Recurrent neural networks
privacy
security
Resiliency
Metrics
Scalability
pubcrawl
Wireless communication
machine learning
Perturbation methods
deep learning
biblio
Privacy Preservation of Aggregated Data Using Virtual Battery in the Smart Grid
Submitted by grigby1 on Tue, 11/30/2021 - 1:32pm
Policy-Governed Secure Collaboration
Smart Metering
Smart Grids
smart grid consumer privacy
Smart Grid
Scalability
Resiliency
resilience
pubcrawl
privacy
batteries
Perturbation methods
Metrics
Human behavior
encryption
differential privacy
Data models
data analysis
composability
collaboration
biblio
Improving DGA-Based Malicious Domain Classifiers for Malware Defense with Adversarial Machine Learning
Submitted by aekwall on Mon, 11/29/2021 - 12:59pm
Computational modeling
Data models
Perturbation methods
Training
Servers
Containers
pubcrawl
Scalability
Resiliency
Adversarial Machine Learning
data privacy
blacklisting
domain generation algorithms
Long short-term memory
signature based defense
biblio
A Threat Analysis Methodology for Security Requirements Elicitation in Machine Learning Based Systems
Submitted by aekwall on Mon, 11/08/2021 - 2:15pm
Adversarial Machine Learning
threat mitigation
software quality
Security Requirements Engineering
Requirements Elicitation Using Threat Modeling
Reliability engineering
Model Inference and Perturbation and Evasion Attacks
Attack Libraries
STRIDE
security
Systematics
Human behavior
Resiliency
Metrics
pubcrawl
software reliability
Perturbation methods
Libraries
biblio
Optimising Network Architectures for Provable Adversarial Robustness
Submitted by aekwall on Tue, 10/12/2021 - 2:13pm
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 - 1:48pm
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 - 1:48pm
adversarial example
Cameras
Computational modeling
Detectors
Metrics
Neural networks
Perturbation methods
Predictive models
predictive security metrics
pubcrawl
Robustness
Safety
threat severity
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