NDLI: Information fusion for intrusion detection

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A fuzzy logic resource manager and underlying data mining techniques

Optimal passive receiver location for angle tracking

Sensor management - control and cue

Scheduling active and passive measurements [tracking systems]

Fast stereo matching using multilevel enhancement

A multilevel Bayesian network approach to image sensor fusion

3D structure and motion recovery by fusing range and intensity image sequences

Ontology-based design of surveillance systems with NUT

A block-adaptive blind separation algorithm for post-nonlinear mixture of sub- and super-Gaussian signals

Neural networks for sonar and infrared sensors fusion

Expanded researching on knowledge discovery

Comparative analysis of alternative ground target tracking techniques

Road detection and vehicles tracking by vision for an on-board ACC system in the VELAC vehicle

Temporal sequence recognition using uncertain sensor data

Recent particle filter applied to terrain navigation

Selected problems of MFR resources management

Detection with spatial and temporal optimization of search efforts involving multiple modes and multiple resources management

Analysis of the multisensor multitarget tracking resource allocation problem

Study of the temporal allocation of two passive infrared sensors in a multitarget environment

A real time pixel-level based image fusion via adaptive weight averaging

On the effects of sensor noise in pixel-level image fusion performance

More the merrier...or is it? Sensor suite augmentation benefits assessment

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Semeiotic data fusion

HyM: a hybrid methodology for the development of integrated hybrid intelligent information systems

Data fusion versus passive filtering for angular velocity estimation

Multisensor data integration in the NASA/Stanford gravity probe B relativity mission

Fault detection and isolation using interval analysis: application to vehicle monitoring

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Multisensor multitarget tracking with central-to-local feedback

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Multi-mode detection with Markov target motion

Multimodality image registration and fusion using neural network

Radar image fusion by multiscale Kalman filtering

Wide area fire surveillance by infrared digital signal processing

Segmentation of airborne hyperspectral images by integrating multi-level data fusion

Dual aspects of a multi-resolution grid-based terrain data model with supplementary irregular data points

An agent based combat information processing system

Automatic air target to airlane association

Time recovery through fusion of inaccurate network timing assistance with GPS measurements

Fusion of heterogeneous sensors for the guidance of an autonomous vehicle

Sensor data fusion using Kalman filter

Multiple correspondence analysis for highly heterogeneous data fusion. An example in urban quality of life assessment

A platform for interoperable fusion models

Deploying tactical fusion systems: the challenges

Intelligent threat assessment processor (ITAP) using genetic algorithms and fuzzy logic

Information awareness in command and control: precision, quality, utility

A comparison of fixed gain IMM against two other filters

Progressive correction for regularized particle filters

Optimal single sensor MHT improvements [target tracking]

Multi-modal identity verification using support vector machines (SVM)

A temporal fusion algorithm for multi-sensor tracking in wide areas

Information fusion for intrusion detection

Integrated vision and sound localization

Global optimization for distributed and quantized Bayesian detection system

Effective simplified decentralized target detection in multisensor systems

Unified fusion rule in multisensor network decision systems

Detection fusion under dependence

On measures of performance to assess sensor fusion effectiveness

Empirical evaluation of multi-radar tracking systems

A test bed for sensor suite and multi sensor tracking algorithms studies

Refinement of targets situation picture quality evaluation methodology

Target tracking and identification issues when using real data

Target recognition using fuzzy fusion classifier

A constructive Bayesian approach for vehicle monitoring

Target tracking incorporating flight envelope information

Dynamic service definition in the future mixed surveillance environment

Sensor modeling and data processing for airport simulation

Characterization of mine detection sensors in terms of belief functions and their fusion, first results

Entropy-based optimisation for binary detection networks

Implementation of Hough Transform as track detector

Sequential testing of multiple hypotheses in distributed systems

Global optimization for distributed detection system under the constraint of likelihood ratio quantizers

Model generation and cooperation in on-line omni-writer handwriting recognition

Multiple expert system design by combined feature selection and probability level fusion

An entropy method for multisource data fusion

Volume 1 - 2000

Information fusion for intrusion detection

Content Provider	IEEE Xplore Digital Library
Author	Nong Ye Mingming Xu
Copyright Year	2000
Description	Author affiliation: Dept. of Ind. Eng., Arizona State Univ., Tempe, AZ, USA (Nong Ye; Mingming Xu)
Abstract	Intrusion detection is to monitor and capture intrusions into computer and network systems that attempt to compromise the security of computer and network systems. Different intrusion detection techniques exist to evaluate the likelihood of observed activities as a part of an intrusion. When applied to the same observed activities of computer and network systems, different intrusion detection techniques yield different evaluation results. An information fusion technique is required to fuse different results of various intrusion detection techniques for producing a composite value of intrusion likelihood. This paper examines three information fusion techniques based on artificial neural network, linear regression, and logistic regression. These information fusion techniques are compared with respect to their performance.
File Size	368429
File Format	PDF
ISBN	2725700000
DOI	10.1109/IFIC.2000.859878
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2000-07-10
Access Restriction	Subscribed
Rights Holder	Int. Soc. Inf. Fusion
Subject Keyword	Intrusion detection Computer networks Decision trees Artificial neural networks Linear regression Logistics Industrial engineering Computerized monitoring Computer security Information security
Content Type	Text
Resource Type	Article

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