gan

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

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

Network Intrusion Detection Method Based on GAN Model

Submitted by grigby1 on Tue, 02/23/2021 - 2:45pm

Generative Adversarial Learning
Resiliency
Predictive Metrics
Scalability
adversarial idea
binary classification model
composability
Computational modeling
detection accuracy
Gallium nitride
gan
GAN model
generated adversarial network
generative adversarial networks
label sample set
label samples
learning (artificial intelligence)
loss function
Metrics
multi-classification model
network intrusion detection
network intrusion detection method
neural nets
original classification model
parameter setting
pattern classification
performance indicators
pubcrawl
resilience
security of data
supervised learning
supervised learning multiclassification model
Training
training method
Transforms

biblio

Multitask Adversarial Learning for Chinese Font Style Transfer

Submitted by aekwall on Mon, 02/01/2021 - 11:44am

Scalability
Task Analysis
learning (artificial intelligence)
Resiliency
pubcrawl
Decoding
neural nets
Training
Libraries
machine learning
natural language processing
Generators
Predictive Metrics
overfitting problem
Gallium nitride
gan
neural style transfer
style transfer
character images
character recognition
character sets
Chinese character complexity
Chinese font datasets
Chinese font style transfer
cross-task interactions
fine-grained parts
font generation
general style transfer
MTfontGAN
multiple target ones
multitask
multitask adversarial learning
reference font

biblio

Vulnerability assessment and detection of Deepfake videos

Submitted by grigby1 on Fri, 01/15/2021 - 12:12pm

learning (artificial intelligence)
pubcrawl
Human behavior
Human Factors
resilience
Resiliency
Scalability
neural nets
public domain software
Metrics
face recognition
vulnerability assessment
vulnerability detection
gan
video signal processing
DeepFake
deepfake video detection
face recognition systems
Facenet neural networks
Open Source Software
pre-trained generative adversarial network
VGG
VidTIMIT database

biblio

Effective and Fast DeepFake Detection Method Based on Haar Wavelet Transform

Submitted by grigby1 on Fri, 01/15/2021 - 12:02pm

pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Scalability
neural nets
resilience
face recognition
feature extraction
Gallium nitride
Image edge detection
gan
object detection
generative adversarial networks
Face
Videos
wavelet transforms
video signal processing
detection rate
DeepFake
Blur inconsistency
blur inconsistency detection scheme
DeepFake detection method
DeepFake generation algorithms
DeepFake videos
distortion
exclusive blur inconsistency
face images
face region
fake face
generated face
Generative Adversarial Networks GANs
Haar transforms
Haar wavelet
Haar wavelet transform
high-quality fake videos
realistic manner
source video
surrounding context
Wavelet domain

biblio

DeepfakeStack: A Deep Ensemble-based Learning Technique for Deepfake Detection

Submitted by grigby1 on Fri, 01/15/2021 - 12:00pm

learning (artificial intelligence)
pubcrawl
Human behavior
Human Factors
Metrics
Resiliency
Scalability
pattern classification
Computer crime
resilience
deep learning models
gan
GANs
DeepFake
video clips
counterfeit contents
Deep Ensemble Learning
deep ensemble learning technique
deep ensemble-based
deepfake detection
Deepfake multimedia
DeepfakeStack
generative adversarial network models
Greedy Layer-wise Pretraining
human perception
hyper-realistic images
improved composite classifier
innovative applications
legitimate applications
manipulated audio
manipulated videos
numerous nefarious ways
Political Campaigns
Realtime Deepfake detector
state-of-art classification models
unlawful ways

biblio

Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems

Submitted by grigby1 on Tue, 12/01/2020 - 1:48pm

adversarial attacks thwarting
Adversarial Machine Learning
adversarial ML attack
adversarial perturbations
adversary
anomalous traffic
composability
computer network security
feature extraction
Gallium nitride
gan
generative adversarial networks
IDS
intrusion detection system
malicious intrusions
malicious network traffic
malware
ML models
ML-based IDS
network intrusion detection systems
network security suite
Perturbation methods
Probes
pubcrawl
resilience
Resiliency
Robustness

biblio

Poisoning Attack in Federated Learning using Generative Adversarial Nets

Submitted by grigby1 on Wed, 11/04/2020 - 2:14pm

AI Poisoning
Computational modeling
convolutional neural nets
Data models
deep learning model
federated learning
federated learning architecture
federated learning system
Gallium nitride
gan
Generative Adversarial Nets
Human behavior
learning (artificial intelligence)
poisoning attack
privacy
private training data
pubcrawl
resilience
Resiliency
Scalability
security
Servers
Task Analysis
Training
Training data

biblio

A highly accurate machine learning approach for developing wireless sensor network middleware

Submitted by aekwall on Mon, 06/01/2020 - 10:47am

composability
confusion matrix
Data Transmission
detector
fake data
Gallium nitride
gan
GANs
Generative Adversarial Networks algorithm
generator
Generators
intelligent middleware
learning (artificial intelligence)
machine learning
malicious attacks
middleware
middleware security
policy-based governance
pubcrawl
resilience
Resiliency
security
security of data
security problems
sensors
Unsupervised Learning
unsupervised learning technique
visualization
wireless sensor network middleware
wireless sensor networks
WSN
WSNs

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Cyber-Physical Systems Virtual Organization

Fostering collaboration among CPS professionals in academia, government, and industry

gan

Detecting Adversarial Examples for Network Intrusion Detection System with GAN

Polymorphic Adversarial DDoS attack on IDS using GAN

Network Intrusion Detection Method Based on GAN Model

Multitask Adversarial Learning for Chinese Font Style Transfer

Vulnerability assessment and detection of Deepfake videos

Effective and Fast DeepFake Detection Method Based on Haar Wavelet Transform

DeepfakeStack: A Deep Ensemble-based Learning Technique for Deepfake Detection

Generative Adversarial Networks For Launching and Thwarting Adversarial Attacks on Network Intrusion Detection Systems

Poisoning Attack in Federated Learning using Generative Adversarial Nets

A highly accurate machine learning approach for developing wireless sensor network middleware