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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
deep learning
biblio
Accuracy and Generalization of Deep Learning Applied to Large Scale Attacks
Submitted by aekwall on Mon, 01/10/2022 - 11:53am
Neural networks
Computational modeling
deep learning
machine learning
Conferences
pubcrawl
Scalability
Resiliency
Human behavior
telecommunication traffic
denial-of-service attack
Attack detection
correlation coefficient
Flow analysis
networks
Attack vectors
biblio
A Distributed Denial of Service Attack Detection System using Long Short Term Memory with Singular Value Decomposition
Submitted by aekwall on Mon, 01/10/2022 - 11:53am
machine learning
Attack vectors
SVD
Naive Bayes
distributed denial of service
denial-of-service attack
Decision trees
LSTM
telecommunication traffic
Support vector machines
Human behavior
Resiliency
Scalability
pubcrawl
feature extraction
Training
deep learning
biblio
An Artificial Neural Network Based Anomaly Detection Method in CAN Bus Messages in Vehicles
Submitted by grigby1 on Mon, 01/10/2022 - 11:32am
deep learning
security
Resiliency
resilience
pubcrawl
policy-based governance
Metrics
mechatronics
intrusion detecting system
encryption
anomaly detection system
cyber physical systems
Computer hacking
collaboration
CAR security
CAN
automobiles
authentication
Artificial Neural Networks
artificial neural network
biblio
Implementation of Network Attack Detection Using Convolutional Neural Network
Submitted by grigby1 on Mon, 01/10/2022 - 11:32am
Intrusion Detection
security
Resiliency
resilience
pubcrawl
policy-based governance
NSL-KDD
Neural networks
Metrics
Intrusion Detection System (IDS)
artificial neural network
internet
Firewalls (computing)
deep learning (dl)
deep learning
cyber physical systems
convolutional neural networks
convolutional neural network (CNN)
collaboration
Artificial Neural Networks
biblio
Network Intrusion Detection Model Based on Convolutional Neural Network
Submitted by grigby1 on Mon, 01/10/2022 - 11:30am
network intrusion detection
Training
security
Resiliency
resilience
pubcrawl
policy-based governance
parameters
Neural networks
Adaptation models
Metrics
deep learning
cyber physical systems
convolutional neural networks
convolutional neural network
collaboration
Artificial Neural Networks
artificial neural network
biblio
Generation of Textual Explanations in XAI: The Case of Semantic Annotation
Submitted by grigby1 on Wed, 12/22/2021 - 11:55am
annotations
deep learning
explanation
fuzzy constraint satisfaction problems
Fuzzy logic
image segmentation
natural language generation
Natural languages
pubcrawl
resilience
Resiliency
Scalability
semantic annotation
Semantics
Vocabulary
xai
biblio
Unveiling MIMETIC: Interpreting Deep Learning Traffic Classifiers via XAI Techniques
Submitted by grigby1 on Wed, 12/22/2021 - 11:54am
deep learning
encrypted traffic
explainable artificial intelligence
internet
law enforcement
learning (artificial intelligence)
Limiting
Mobile Applications
Mobile handsets
Multimodal learning
pubcrawl
resilience
Resiliency
Scalability
Traffic classification
xai
biblio
OA-GAN: Overfitting Avoidance Method of GAN Oversampling Based on xAI
Submitted by grigby1 on Wed, 12/22/2021 - 11:53am
deep learning
Discriminator
gan
generative adversarial networks
generator
Generators
Overfitting
pubcrawl
resilience
Resiliency
Scalability
simulation
Training
xai
biblio
Backdoor Attack Against Speaker Verification
Submitted by grigby1 on Tue, 12/21/2021 - 4:45pm
pubcrawl
Training data
Training
speaker verification
signal processing
Scalability
Robustness
Resiliency
resilience
AI Poisoning
Mission critical systems
internet
Human behavior
deep learning
Data models
Backdoor Attack
AI security
biblio
Federated Learning for Anomaly-Based Intrusion Detection
Submitted by grigby1 on Tue, 12/21/2021 - 11:36am
Collaborative Work
composability
Data models
data privacy
deep learning
defense
Metrics
network intrusion detection
privacy
pubcrawl
resilience
Resiliency
telecommunication traffic
Zero day attacks
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