gan

biblio

Network Intrusion Detection Method Based on GAN Model

Submitted by grigby1 on Tue, 02/23/2021 - 1:45pm

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

biblio

Multitask Adversarial Learning for Chinese Font Style Transfer

Submitted by aekwall on Mon, 02/01/2021 - 10:44am

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 - 11:12am

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 - 11:02am

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 - 11:00am

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 - 12:48pm

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 - 1:14pm

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 - 9:47am

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

biblio

Application Specific Integrated Gate-Drive Circuit for Driving Self-Oscillating Gallium Nitride Logic-Level Power Transistors

Submitted by grigby1 on Fri, 04/24/2020 - 3:08pm

Logic gates
pubcrawl
resilience
Resiliency
privacy
composability
integrated circuit design
Metrics
Resistance
CMOS integrated circuits
Analog integrated circuit
application specific integrated circuits
application specific integrated gate-drive circuit
ASIC
capacitance 56.7 pF
class-E resonant inverter
CMOS gate-drivers
driver circuits
electrostatic discharge
electrostatic discharge diode
Electrostatic discharges
ESD diode
fabricated gate-driver
gallium compounds
gan
gate drive technologies
gate-driver
gate-driver functional behaviour
high-speed floating level-shifter
high-voltage transistors
III-V semiconductors
integrated complementary metal-oxide-semiconductor gate-drivers
logic-level power transistors
low-power electronics
MOSFET
package bondwire connections
parallel LC resonant tank
parasitic capacitance
PCB
power density
Power transistors
printed circuit design
prototype printed circuit board design
reset circuitry
Self-oscillating
self-oscillating gallium nitride
self-oscillating gate-drive
switch-mode power supplies
switched mode power supplies
Switching circuits
wide band gap semiconductors
wide bandgap power semiconductors
oscillating behaviors

biblio

Power Message Generation in Smart Grid via Generative Adversarial Network

Submitted by aekwall on Mon, 02/17/2020 - 1:17pm

Scalability
security
Data models
Resiliency
pubcrawl
machine learning
privacy
Metrics
neural nets
Training
smart power grids
Generators
smart grid security
power engineering computing
Smart Grids
power system
power system security
Smart Grid
Biological neural networks
generative adversarial networks
generative adversarial network
power supply quality
energy conversion rate
Gallium nitride
gan
power message generation
power utilization rate

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Cyber-Physical Systems Virtual Organization

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

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

Application Specific Integrated Gate-Drive Circuit for Driving Self-Oscillating Gallium Nitride Logic-Level Power Transistors

Power Message Generation in Smart Grid via Generative Adversarial Network