Intrusion Detection

biblio

Network Intrusion Detection Based on Deep Learning

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

Neurons
network monitoring data
network intrusion detection method
deep confidence neural network
deep confidence
computer network technology
network intrusion
probability
Intrusion Detection
BP Neural Network
Computer hacking
network intrusion detection
computer network security
Neural networks
neural nets
Backpropagation
Metrics
deep learning
composability
pubcrawl
Resiliency
learning (artificial intelligence)
feature extraction

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

A Multi-Agent Model for Network Intrusion Detection

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

Anomaly Detection
network requirements
network intrusions
Multi Agent System
MAS agents
Hadoop distributed file system
distribution
distributed intrusion detection model
DIDS
Big networks
big computer infrastructure
multiagent system
autonomy
Intrusion Detection
computer network security
computer security
MAS
Databases
network intrusion detection
multi-agent systems
Metrics
composability
pubcrawl
Resiliency
security
Big Data
IDS

biblio

Performance Comparison of Intrusion Detection System Between Deep Belief Network (DBN)Algorithm and State Preserving Extreme Learning Machine (SPELM) Algorithm

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

pedestrian detection
machine learning algorithms
machine learning classifier
Metrics
network intrusion detection
NSL- KDD dataset
NSL-KDD dataset
object detection
pattern classification
learning (artificial intelligence)
pedestrians
security of data
SPELM algorithm
state preserving extreme learning machine algorithm
State Preserving Extreme Learning Machine(SPELM)
testing
Training
DBN algorithm
pubcrawl
composability
Resiliency
Anomaly Detection
Classification algorithms
Computational modeling
cyber security
Data models
belief networks
Deep Belief Network
deep belief network algorithm
face recognition
feature extraction
feedforward neural nets
Intrusion Detection
intrusion detection system

biblio

Network Intrusion Detection Mechanisms Using Outlier Detection

Submitted by aekwall on Mon, 05/11/2020 - 11:13am

Intrusion Detection Subsystem
extensive network databases
Forestry
framework conduct
human blunder
information control
information mining
instrument mistake
intrusion
accessible information
network clients
network database framework
network intrusion
network intrusion detection mechanisms
network operations
network route
outlier detection
network intrusion detection
security of data
computer network security
authorisation
Conferences
Resiliency
pubcrawl
composability
Metrics
security
Databases
Vegetation
Data mining
Intrusion Detection
database management systems
XML
network information

biblio

Concept for network intrusion detection system based on recurrent neural network classifier

Submitted by aekwall on Mon, 05/11/2020 - 11:13am

Recurrent neural networks
technology school electronic systems
Technical University Sofia
recurrent neural network classifier
problem-based learning
network intrusion detection system
long-short term neural network
long-short term memory units
learning project
high-school student
Educational institutions
Apache HTTP Server
computer aided instruction
DoS
computer network security
recurrent neural nets
Logic gates
Web servers
Intrusion Detection
computer science education
network intrusion detection
Metrics
composability
pubcrawl
Resiliency
Monitoring
intrusion detection system

biblio

Machine Learning Based Novel Approach for Intrusion Detection and Prevention System: A Tool Based Verification

Submitted by aekwall on Mon, 05/11/2020 - 11:13am

authentication
unique features
proactive intrusion prevention
prevention system
power supply
multiple techniques
minimum bandwidth
limited energy
HLPSL.
AVISPA tool
AVISPA
industrial environments
WSN
intrusion prevention
formal verification
military applications
Intrusion Detection
tools
network intrusion detection
Metrics
wireless sensor networks
Wireless Sensor Network
composability
pubcrawl
Resiliency
machine learning
learning (artificial intelligence)
Protocols
Cryptographic Protocols
Servers
computer network security

biblio

Computer network intrusion detection using sequential LSTM Neural Networks autoencoders

Submitted by aekwall on Mon, 05/11/2020 - 11:12am

Unsupervised Learning
variable length data sequence
sequential LSTM Neural Networks autoencoders
sequential intrusion detection
sequential data
sequential autoencoder
network data sequence
long short term memory neural network
GRU
fixed length data sequence
computer network intrusion detection
computer network data
Bi-LSTM
autoencoders
encoding
LSTM
computer network security
computer networks
Payloads
Intrusion Detection
Training
network intrusion detection
Neural networks
neural nets
Decoding
Metrics
Iterative methods
composability
pubcrawl
Resiliency
feature extraction

biblio

LSTM for Anomaly-Based Network Intrusion Detection

Submitted by aekwall on Mon, 05/11/2020 - 11:12am

network traffic
network system
Long-Short-Term Memory
CIDDS dataset
anomaly-based network intrusion detection
Long short-term memory
LSTM
computer science
deep learning
Recurrent neural networks
recurrent neural nets
Intrusion Detection
security of data
Anomaly Detection
testing
Training
network intrusion detection
Metrics
composability
pubcrawl
Resiliency
learning (artificial intelligence)
intrusion detection system
computer network security

biblio