convolutional neural nets

biblio

Locality Guided Neural Networks for Explainable Artificial Intelligence

Submitted by aekwall on Mon, 03/01/2021 - 4:04pm

Scalability
learning (artificial intelligence)
Resiliency
pubcrawl
Neurons
machine learning
CNN
convolutional neural nets
network topology
convolutional neural networks
Topology
visualization
Semantics
xai
deep learning architecture
CIFAR100 dataset
explainable artificial intelligence
AI methods
current deep network architectures
locality guided neural network
self-organising feature maps
Self-organizing feature maps
Self-Organizing Map
training networks

biblio

Response Time Analysis for Explainability of Visual Processing in CNNs

Submitted by aekwall on Mon, 03/01/2021 - 4:03pm

Scalability
learning (artificial intelligence)
Resiliency
pubcrawl
Computational modeling
Grammar
convolutional neural nets
Analytical models
Object recognition
visualization
Syntactics
Semantics
xai
explainable artificial intelligence methods
CNNs
cognitive psychology
conditional computation model
dynamic inference models
early-exit architecture
hierarchical representations
intrascene object-object relationships
model architecture
MSDNet
response times
variable RTs
visual learning tasks
visual processing

biblio

Using Deep Learning Techniques for Network Intrusion Detection

Submitted by grigby1 on Tue, 02/23/2021 - 1:47pm

learning (artificial intelligence)
feature extraction
machine learning
CNN
convolutional neural nets
Intrusion Detection
pubcrawl
Metrics
resilience
Resiliency
computer network security
network security
recurrent neural nets
composability
deep learning
convolutional neural networks
recurrent neural network
Recurrent neural networks
network intrusion detection
deep learning techniques
neural network
convolutional neural network
cyber-security attacks
intelligent network intrusion detection system
network intrusion attacks
RNN

biblio

An intrusion detection system integrating network-level intrusion detection and host-level intrusion detection

Submitted by grigby1 on Tue, 02/23/2021 - 1:46pm

learning (artificial intelligence)
machine learning
security
Data mining
convolutional neural nets
Intrusion Detection
pubcrawl
Metrics
resilience
Resiliency
computer network security
cyber security
intrusion detection system
Computer crime
composability
cyber-attacks
software reliability
neural network
network intrusion detection
Scalability
software quality
NSL-KDD dataset
ADFA dataset
cyber-attackers
host-level IDS
host-level intrusion detection
IDS field
network-level intrusion detection
scalable neural-network-based hybrid IDS framework

biblio

A DDoS Attack Detection Method Based on Information Entropy and Deep Learning in SDN

Submitted by grigby1 on Tue, 02/16/2021 - 11:59am

learning (artificial intelligence)
convolutional neural nets
pubcrawl
Human behavior
Metrics
resilience
Resiliency
computer network security
deep learning
Entropy
composability
telecommunication traffic
DDoS Attacks
SDN
software defined networking
information entropy
control plane
DDoS attack detection
data plane
Software Defined Network
convolutional neural network model
DDoS attack detection method
DDoS attack traffic
fine-grained packet-based detection
information entropy detection

biblio

DeepMal: A CNN-LSTM Model for Malware Detection Based on Dynamic Semantic Behaviours

Submitted by aekwall on Mon, 02/08/2021 - 12:41pm

Scalability
malware
malware detection
invasive software
Data models
feature extraction
learning (artificial intelligence)
Resiliency
pubcrawl
Metrics
Neurons
pattern classification
Training
machine learning
convolutional neural nets
natural language processing
NLP techniques
convolution
recurrent neural nets
Human Factors
LSTM
Compositionality
high-level abstractions
CNN-LSTM model
Cyber Dependencies
component-CNN
cyber-criminals
deep learning framework
DeepMal
dynamic semantic behaviours
evil intentions
locally spatial correlations
malicious programs
malware classification task
sequential longterm dependency

biblio

Collaborative Distillation for Ultra-Resolution Universal Style Transfer

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

Scalability
Task Analysis
learning (artificial intelligence)
Resiliency
pubcrawl
Decoding
convolutional neural nets
optimisation
data compression
Image coding
collaboration
Image resolution
Predictive Metrics
Knowledge engineering
encoding
graphics processing units
Image reconstruction
neural style transfer
collaborative distillation
compressed models
convolutional filters
deep convolutional neural network models
encoder-decoder based neural style transfer
encoder-decoder pairs
exclusive collaborative relationship
feature size mismatch
knowledge distillation method
leverage rich representations
linear embedding loss
student network
style transfer models
trained models
ultra-resolution images
ultra-resolution universal style transfer
universal style transfer
universal style transfer methods
VGG-19

biblio

An Approach to Embedding a Style Transfer Model into a Mobile APP

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

Scalability
Big Data
Internet of Things
mobile computing
learning (artificial intelligence)
Resiliency
pubcrawl
machine learning
testing
convolutional neural nets
mobile phone
software libraries
feedforward neural nets
Predictive Metrics
image restoration
feedforward neural network
Feedforward neural networks
Economic indicators
mobile users
deep learning models
neural style transfer
Mobile app
embedding CNN models
Perceptual Losses algorithm
photo processing apps
pre-trained convolutional neural network model
proceeding time
shorten waiting time
Style transfer model
TensorFlow Mobile library
time 2.0 s
time 2.8 s
traditional style transfer model

biblio

Ultra-wideband Fingerprinting Positioning Based on Convolutional Neural Network

Submitted by grigby1 on Wed, 01/20/2021 - 3:08pm

Acoustic Fingerprints
composability
convolutional neural nets
convolutional neural network
convolutional neural networks
fingerprint positioning methods
Fingerprint recognition
fingerprinting positioning
Global Positioning System
GPS
Human behavior
indoor positioning system
indoor radio
precise position
precise positioning
pubcrawl
resilience
Resiliency
Robustness
satellite signals
Support vector machines
telecommunication computing
Training
ultra wideband communication
Ultra wideband technology
ultra-wideband
ultra-wideband fingerprinting positioning method
underwater acoustic communication
Wireless fidelity

biblio

Training Neural Network Over Encrypted Data

Submitted by aekwall on Mon, 01/18/2021 - 10:27am

Scalability
Cryptography
encrypted data
encryption
learning (artificial intelligence)
Resiliency
pubcrawl
Metrics
pattern classification
Training
convolutional neural nets
convolutional neural networks
Image color analysis
neural network
image classification
convolutional classifier
convolutional neural network classifier
image data encryption
image permutation
plain data
private company policy
Fuzzy Cryptography

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Cyber-Physical Systems Virtual Organization

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

convolutional neural nets

Locality Guided Neural Networks for Explainable Artificial Intelligence

Response Time Analysis for Explainability of Visual Processing in CNNs

Using Deep Learning Techniques for Network Intrusion Detection

An intrusion detection system integrating network-level intrusion detection and host-level intrusion detection

A DDoS Attack Detection Method Based on Information Entropy and Deep Learning in SDN

DeepMal: A CNN-LSTM Model for Malware Detection Based on Dynamic Semantic Behaviours

Collaborative Distillation for Ultra-Resolution Universal Style Transfer

An Approach to Embedding a Style Transfer Model into a Mobile APP

Ultra-wideband Fingerprinting Positioning Based on Convolutional Neural Network

Training Neural Network Over Encrypted Data