convolutional neural nets

biblio

Facial Expression Recognition Using Merged Convolution Neural Network

Submitted by grigby1 on Fri, 06/19/2020 - 12:02pm

image capture
Training
statistical method
statistical analysis
Resiliency
resilience
real-time systems
pubcrawl
Neural networks
Metrics
merged convolution neural network
MCNN
image recognition
image preprocessing
facial recognition
Human Factors
Human behavior
FER
feature extraction
facial expression recognition
face recognition
emotion recognition
convolutional neural nets
convolution neural network
convolution
CNN
camera

biblio

Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection

Submitted by grigby1 on Fri, 06/19/2020 - 11:49am

machine learning
Training
Sensitivity
Scalability
Resiliency
resilience
pubcrawl
Policy-Governed Secure Collaboration
policy-based governance
Perturbation methods
noninvasive universal perturbation attack
Neural networks
natural scenes
natural images
MobileNet
adversarial examples
learning (artificial intelligence)
layer directed discriminative noise
false trust
false positive rate
dominant layers
distortion
discriminative noise injection strategy
deep neural networks
deep learning
convolutional neural nets
computer vision tasks
computer vision
computer architecture
adversarial images

biblio

Supervised Max Hashing for Similarity Image Retrieval

Submitted by grigby1 on Fri, 06/12/2020 - 12:08pm

resilience
hashing
image retrieval
k-ary base
labeled image datasets
learning (artificial intelligence)
mathematically differentiable approximation
nearest neighbor search
pubcrawl
Quantization (signal)
Hash functions
Resiliency
rich feature vectors
Semantics
similarity image retrieval
storage efficiency
supervised hashing methods
supervised max hashing
Training
feature vector generation
-Learning-to-Hash
-Winner-Take-All-Hash-Family
Approximation algorithms
argmax function
Compositionality
convolutional neural nets
convolutional neural networks
deep neural network architecture
feature extraction
-Convolutional-Neural-Networks
file organisation
gradient descent methods
gradient methods
hand-crafted feature vectors
hash algorithm
hash algorithms
hash code
Hash Function

biblio

Face Verification and Recognition for Digital Forensics and Information Security

Submitted by grigby1 on Wed, 06/03/2020 - 12:02pm

Forensics
verification methods
surveillance
security
Scalability
Resiliency
resilience
pubcrawl
MULTIFORESEE
Metrics
learning (artificial intelligence)
information security
information forensics
Human Factors
Human behavior
CNN
FOREnsic SciEnce Evidence
facial landmarks
face verification setup
Face Verification
face recognition
European COST Action MULTImodal Imaging
Digital Forensics
deep learning approaches
deep learning
data acquisition process
data acquisition
convolutional neural networks
convolutional neural nets
CNN models

biblio

Intruder Detection with Alert Using Cloud Based Convolutional Neural Network and Raspberry Pi

Submitted by aekwall on Mon, 06/01/2020 - 10:53am

intruder detection system
Training
security of data
Resiliency
resilience
Raspberry Pi
raspberry p
pubcrawl
policy-based governance
Monitoring
MMS alert
middleware security
middleware
Cameras
intruder detection
image acquisition
feature extraction
Data models
convolutional neural networks
convolutional neural network
convolutional neural nets
composability
component
CNN algorithm
Cloud Computing
cloud based convolutional neural network

biblio

Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search

Submitted by grigby1 on Fri, 05/22/2020 - 2:34pm

adversarial image
Web-scale nearest-neighbor search
Web-scale image database
Visual Reasoning
visual databases
representation learning
nearest-neighbor defense settings
Large Scale Methods
ImageNet
image representation
image manifold
Datasets and Evaluation
data distribution
security of data
nearest neighbor search
convolutional networks
adversarial perturbations
nearest neighbour methods
Measurement
Metrics
deep learning
Big Data
internet
pubcrawl
convolutional neural nets

biblio

A novel network intrusion detection algorithm based on Fast Fourier Transformation

Submitted by aekwall on Mon, 05/11/2020 - 11:19am

image classification
representation learning
network intrusion detection algorithm
Matrix converters
intrusion detection problem
fast Fourier transforms
fast Fourier transformation
Discrete Fourier transforms
FFT
deep learning techniques
NSL-KDD dataset
NSL-KDD
CNN model
deep learning
computer network security
Image coding
Intrusion Detection
network traffic
convolutional neural networks
convolutional neural nets
CNN
network intrusion detection
Metrics
composability
pubcrawl
Resiliency
learning (artificial intelligence)
machine learning algorithms

biblio

An Improved Convolutional Neural Network Model for Intrusion Detection in Networks

Submitted by aekwall on Mon, 05/11/2020 - 11:18am

Kernel
traditional machine learning technology
Support vector machines
security of data
Resiliency
pubcrawl
popular detection technology
pattern classification
network security
network intrusion detection model
network intrusion detection
Metrics
machine learning
low detection rate
learning (artificial intelligence)
Artificial Neural Networks
KDD99 datasets
intrusion samples
Intrusion Detection
improved convolutional neural network model
feature extraction
cyber security
convolutional neural networks
convolutional neural network algorithm
convolutional neural nets
convolution
composability
CNN
policy-based governance
cyber physical systems

biblio

Node Identification in Wireless Network Based on Convolutional Neural Network

Submitted by grigby1 on Fri, 05/08/2020 - 3:01pm

wireless network
Neural Network Security
stochastic gradient descent method
softmax model
principal component analysis
node identification
local feature extraction
convolutional neural networks
convolutional neural network
Ad-Hoc Network
gradient methods
wireless networks
computational complexity
Metrics
learning (artificial intelligence)
Ad hoc networks
deep learning
wireless sensor networks
Resiliency
resilience
policy-based governance
pubcrawl
convolutional neural nets
convolution
feature extraction
collaboration
Training

biblio

Cyberthreat Detection from Twitter using Deep Neural Networks

Submitted by grigby1 on Fri, 05/08/2020 - 2:43pm

security alert
Neural Network Security
Neural networks
open source intelligence platforms
OSINT
pipeline processing
policy-based governance
pubcrawl
public domain software
recurrent neural nets
Resiliency
named entity recognition task
security information
security of data
security-related information
social media networks
social networking (online)
Task Analysis
threat detection
tools
Twitter
cyberthreat detection
bidirectional long short-term memory network
classification task
collaboration
computer security
convolutional neural nets
convolutional neural network
cyber physical systems
cybersecurity information
cybersecurity-related sources
Artificial Neural Networks
cyberthreat intelligence
deep learning
deep neural networks
event management systems
indicators of compromise
information streams
IT infrastructure
learning (artificial intelligence)
Metrics

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Cyber-Physical Systems Virtual Organization

Read-only archive of site from September 29, 2023.

convolutional neural nets

Facial Expression Recognition Using Merged Convolution Neural Network

Detecting Adversarial Examples for Deep Neural Networks via Layer Directed Discriminative Noise Injection

Supervised Max Hashing for Similarity Image Retrieval

Face Verification and Recognition for Digital Forensics and Information Security

Intruder Detection with Alert Using Cloud Based Convolutional Neural Network and Raspberry Pi

Defense Against Adversarial Images Using Web-Scale Nearest-Neighbor Search

A novel network intrusion detection algorithm based on Fast Fourier Transformation

An Improved Convolutional Neural Network Model for Intrusion Detection in Networks

Node Identification in Wireless Network Based on Convolutional Neural Network

Cyberthreat Detection from Twitter using Deep Neural Networks