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Cyber-Physical Systems Virtual Organization
Fostering collaboration among CPS professionals in academia, government, and industry
CPS-VO
Generators
biblio
A Physical Layer Encryption Algorithm Based on Length-Compatible Polar Codes
Submitted by grigby1 on Wed, 05/05/2021 - 12:41pm
encryption
collaboration
pubcrawl
Human behavior
Metrics
policy-based governance
resilience
Resiliency
Generators
Analytical models
Safe Coding
simulation
physical layer security
polar codes
Human Factors
frozen bits
generator matrix
length-compatible
physical layer encryption
Vehicular and wireless technologies
biblio
A Learning-based Data Augmentation for Network Anomaly Detection
Submitted by aekwall on Mon, 03/29/2021 - 11:58am
security of data
Scalability
Data models
Support vector machines
learning (artificial intelligence)
machine learning
Resiliency
pubcrawl
neural nets
pattern classification
Anomaly Detection
network traffic
Generators
generative adversarial networks
generative adversarial network
Predictive Metrics
data handling
Gallium nitride
sampling methods
class imbalance problem
network anomaly detection
attack instances
augments data
data augmentation
data instances
Divide-Augment-Combine
divide-augment-combine strategy
generative adversarial model
high-quality data
learning-based data augmentation
network traffic traces
public network datasets
statistical sampling
synthetic instances
Generative Adversarial Learning
biblio
Addressing Imbalanced Data Problem with Generative Adversarial Network For Intrusion Detection
Submitted by aekwall on Mon, 03/29/2021 - 11:58am
Information Reuse and Security
Compositionality
Resiliency
adversarial samples
Attack detection
attack labels
balanced attack sample dataset
benign data
classification
Cyber Attacks
Data models
data wrangling
defense mechanisms
Gallium nitride
Generative Adversarial Learning
generative adversarial network
Generative Adversarial Network (GAN)
generative adversarial networks
Generators
imbalanced data problem
Imbalanced dataset
Intrusion Detection
learning (artificial intelligence)
machine learning
MLP Neural Network
Multilayer Perceptron
multilayer perceptrons
network security.
Neural network (NN)
Neural networks
pattern classification
Predictive Metrics
pubcrawl
Scalability
security of data
Training
UGR16 dataset
biblio
Detecting Adversarial Examples for Network Intrusion Detection System with GAN
Submitted by aekwall on Mon, 03/29/2021 - 11:58am
adversarial examples detection
adversarial sample
bidirectional generative adversarial network
computer network security
data distribution
defense technology
gan
Generative Adversarial Learning
generative adversarial networks
Generators
intelligent network intrusion detection system
learning (artificial intelligence)
machine learning
machine learning algorithms
network and data security
network intrusion detection
network intrusion system
neural nets
Predictive Metrics
pubcrawl
Resiliency
Scalability
security
Training
biblio
imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks
Submitted by aekwall on Mon, 03/29/2021 - 11:57am
Scalability
learning (artificial intelligence)
Resiliency
pubcrawl
privacy
neural nets
pattern classification
Data protection
Training
Generators
generative adversarial networks
deep learning
differential privacy
Predictive Metrics
private data
privacy protection
face recognition
binary classification
personally identifiable information
end to end framework
imdpGAN
information maximizing differentially private generative adversarial network
learned representations
learning latent representations
Privacy-preserving Learning
Generative Adversarial Learning
biblio
Polymorphic Adversarial DDoS attack on IDS using GAN
Submitted by aekwall on Mon, 03/29/2021 - 11:57am
security of data
computer network security
IDS
Scalability
telecommunication security
malware
Data models
machine learning algorithms
DDoS Attacks
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
machine learning
incremental learning
Training
natural language processing
Intrusion Detection
Generators
generative adversarial networks
Predictive Metrics
Malicious Traffic
Intrusion Detection Systems
gan
adversarial attacks
adversarial data
adversarial DDoS attacks
Attack Profile
defensive systems
generative adversarial networks (GAN)
polymorphic Adversarial DDoS attack
unknown types
Generative Adversarial Learning
biblio
Applying of Generative Adversarial Networks for Anomaly Detection in Industrial Control Systems
Submitted by aekwall on Mon, 03/29/2021 - 11:56am
ICS Anomaly Detection
Anomaly Detection
BiGAN architecture
computer architecture
control engineering computing
Cyber Attacks
Data models
deep learning
Generative Adversarial Learning
generative adversarial networks
generative adversarial networks (GAN)
Generators
ICs
industrial control
Industrial Control Systems
industrial control systems (ICS)
industrial process
industrial processes anomaly detection
information security
Integrated circuit modeling
Intrusion Detection
neural nets
Predictive Metrics
production engineering computing
pubcrawl
Resiliency
Scalability
security of data
Training
biblio
An Automatic Detection and Analysis of the Bitcoin Generator Scam
Submitted by grigby1 on Tue, 03/09/2021 - 2:49pm
automatic detection
BGS
bitcoin
bitcoin addresses
bitcoin generator scam
bitcoin-based scam monitoring systems
blockchain
blockchain analysis
Computer crime
Crawlers
cryptocurrencies
cryptocurrency
Cryptography
cyberattack
Data mining
financial data processing
fraud detection
free bitcoins
Generators
generic system
Human behavior
internet
pubcrawl
Scalability
scam analysis
scam instances
search engines
security
USD
Web page
biblio
Evading Deepfake-Image Detectors with White- and Black-Box Attacks
Submitted by grigby1 on Thu, 03/04/2021 - 2:35pm
White Box Security
white box
security
attack case studies
AUC
black-box attack
composability
deepfake-image detectors
disinformation campaigns
Forensics
fraudulent social media profiles
Generators
image area
image classification
Image forensics
image generators
image representation
image sensors
image-forensic classifiers
learning (artificial intelligence)
Metrics
neural nets
neural network
optimization
Perturbation methods
popular forensic approach
pubcrawl
resilience
Resiliency
Robustness
security of data
significant vulnerabilities
social networking (online)
state- of-the-art classifier
synthesizer
synthetic content
synthetically-generated content
target classifier
Training
Twitter
biblio
Constrained Interval Type-2 Fuzzy Classification Systems for Explainable AI (XAI)
Submitted by aekwall on Mon, 03/01/2021 - 5:01pm
Scalability
Resiliency
pubcrawl
Shape
pattern classification
natural language
Fuzzy logic
fuzzy set theory
Generators
Indexes
Fuzzy sets
Linguistics
Switches
Artificial Intelligence
explainable AI
xai
Intelligent systems
explainable artificial intelligence
classification reliability
Constrained interval type-2
constrained interval type-2 fuzzy classification systems
constrained interval type-2 fuzzy sets
explainable CIT2 classifiers
explainable type-2 fuzzy systems
fuzzy logic systems
inherently interpretable structure
interval type-2 fuzzy logic
IT2
output interval centroid
type-reduction step
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