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- Artificial Neural Networks Architecture for Intrusion Detection Systems and Classification of Attacks
- The ubiquity of the Internet poses serious concerns on the security of computer infrastructures and the integrity of sensitive data. Intrusion Detection Systems IDS aim at protecting networks and computers from malicious network-based or host-based attacks. The underlying assumption of intrusion detection is an attack will noticeably affect system performance...
- Tags: Network, Neural Network, Intrusion Detection System, Computer, Attack, Cairo University, Neural Networks Method, Intrusion Detection, Productivity, Security, Network Security, Networking
- White papers 2007-02-24
Additional Resources
- EasyNN-plus (exe)
- EasyNN-plus is a neural network system for Microsoft Windows. It makes the creation of neural networks easy. It allows the user to produce multilayer neural networks from a grid or from text files and images. The user can produce training, validating and querying files using the facilities in EasyNN-plus or...
- Tags: Neural Network, EasyNN-plus
- Software downloads 2007-12-11
- NeuroSolutions for Matlab (exe)
- The NeuroSolutions for MATLAB neural network toolbox is a valuable addition to MATLAB's technical computing capabilities allowing users to leverage the power of NeuroSolutions inside MATLAB and Simulink. The toolbox features 15 neural models, five learning algorithms, and a host of useful utilities integrated in an easy-to-use interface, which requires...
- Tags: Matlab, NeuroSolutions, Toolbox
- Software downloads 2004-09-22
- Stock Market Forecaster (zip)
- Stock Market Forecasting based on Neural Networks and Wavelet Decomposition Matlab source code. The predictive power of Neural Networks is merged with Multiscale Wavelet analysis. Buy/Sell signals are detected with a high degree of accuracy.
- Tags: Stock, Neural Network, Stock Market, Investment, Finance
- Software downloads 2007-03-30
- Intrusion Detection by Backpropagation Neural Networks With Sample-Query and Attribute-Query
- The growing network intrusions have put companies and organizations at a much greater risk of loss. This paper proposes a new learning methodology towards developing a novel Intrusion Detection System IDS by BackPropagation Neural networks BPN with sample-query and attribute-query. The proposed method is tested by a benchmark intrusion dataset...
- Tags: Training, Intrusion, Research India Publications, Workforce Management, Training And Certification, Network Security, Intrusion Detection, Security, Viruses And Worms, Human Resources, Networking
- White papers 2006-11-26
- Unsupervised Intrusion Detection System
- This paper evolves around Intrusion Detection System IDS and Neural Network NN. Intrusion detection systems are gaining more and more territory in the field of secure networks and new ideas and concepts regarding the intrusion detection process keep surfacing. One idea is to use a neural network algorithm for detecting...
- Tags: Neural Network, Intrusion Detection System, Intrusion, Neural Network Algorithm, Intrusion Detection, Network Security, Security, Networking
- White papers 2007-03-01
- Wavelet-Neural Networks Based Face Recognition (zip)
- Wavelet-Neural Networks Based Face Recognition System - Matlab source code. Wavelet transforms are used to reduce image information redundancy because only a subset of the transform coefficients are necessary to preserve the most important facial features such as hair outline, eyes and mouth. We demonstrate experimentally that when Wavelet coefficients...
- Tags: Coefficient, Matlab, Wavelet
- Software downloads 2006-06-21
- Neural Networks - DCT for Face Identification (zip)
- Neural Networks - DCT for Face Identification. Matlab source code. High information redundancy and correlation in face images result in inefficiencies when such images are used directly for recognition. Discrete cosine transforms are used to reduce image information redundancy because only a subset of the transform coefficients are necessary to...
- Tags: Coefficient, Network, Neural Network, Matlab
- Software downloads 2006-06-07
- Neural Network Design for Engineering Applications
- Computers are an integral part of day to day activities in engineering design and engineers have utilised various applications to assist them improve their design. Although computers are used to model a variety of engineering activities, currently the main focus of computer applications are areas with well defined rules. Activities...
- Tags: Network, Neural Network, Computer, Engineering Application, Productivity
- White papers 2005-11-30
- Weighscore Neural Network Command Line Tool (zip)
- The Weighscore Neural Network Command Line Tool may train neural networks using JDBC datasources and store the neural network in an XML file. It can convert the simple reference entries to neurons' numeric values, so it requires minimum preliminary data transformation. This free java-based, platform independent tool may be used...
- Tags: Network, Neural Network, Tool
- Software downloads 2006-07-04
- Beyond PDP: The Frequency Modulation Neural Network Architecture
- This paper proposes the Frequency Modulation Neural Network as an alternative to current neural-net models. This proposal is for an architecture of a heterogeneous neural-network in which information is propagated using frequency modulation of pulses oscillated by groups of neurons. The FMNN model enables operations including variable-binding, sequential recognitions and...
- Tags: Network, Neural Network
- White papers 2006-12-19
- Data Mining Approach for Analyzing Call Center Performance
- The aim of the research explain in this paper was to apply well-known data mining techniques (such as linear neural networks, probabilistic neural networks, support vector machines and finally a hybrid decision tree - neural network approach) to the problem of predicting the quality of service in call centers; based...
- Tags: Performance, Call-center, Neural Network, Data Mining, Performance Management, Call Centers, Customer Relationship Management (CRM), Human Resources, Workforce Management, It Operations, Enterprise Software, Software
- White papers 2006-01-09
- Trade Method (zip)
- Trade Method is a highly advanced, and comprehensive stock trade strategy back-testing, searching, and charting platform. Trade Method's artificial intelligence capabilities are result of years of dedicated research and development in Neural Network and Genetic algorithm. It allows users to make better stock trading decisions based on cutting edge technologies....
- Tags: Strategy, Artificial Intelligence, Network, Neural Network, Trade Method
- Software downloads 2007-04-20
- Why Not Pi?: A Primer on Neural Networks for Forecasting
- Artificial neural networks provide a flexible nonlinear framework with many similarities to structural econometric models. Itron delivers value to its clients by providing industry-leading solutions for meter data collection, energy information management, demand response, load forecasting, analysis and consulting services, transmission and distribution system design and optimization, web-based workforce automation,...
- Tags: Itron, Network, Neural Network, Forecasting, Workforce Management, Recruitment & Selection, Sales Force Management, Human Resources, Sales
- White papers 2004-09-09
- A Novel Multiplicative Neural Network Architecture Motivated by Spiking Neuron Model
- In this paper, learning algorithm for a multiplicative neural network motivated by spiking neuron model MSN is proposed and tested for various applications where a MultiLayer Perceptron MLP neural network is conventionally used. It is observed that the inclusion of a few more biological phenomena in the formulation of artificial...
- Tags: Network, Neural Network, Indian Institute Of Science, Neuron
- White papers 2006-09-06
- Neural Network Based Fault Diagnostics of Industrial Robots Using Wavelt Multi-Resolution Analysis
- A multi-resolution wavelet analysis coupled with a neural network based approach is applied in the problem of fault diagnostics of industrial robots. The multi-resolution analysis implements discrete wavelet transforms with filters and decomposes the signal in various levels. The approximate and detailed coefficients of the decomposed signals are then used...
- Tags: Network, Neural Network, Robots, Emerging Technologies
- White papers 2007-03-28
- True Parallel Processing in Artificial Neural Networks
- The area of artificial neural networks, which dates back to the early twentieth century, could only offer positive contributions to technology after the back-propagation algorithm was proposed in 1986. In this note an alternative algorithm to the gradient descent used in back-propagation is proposed. This algorithm is based on the...
- Tags: Algorithm, Network, Neural Network, Parallel Processing, Emerald, Engineering
- White papers 2007-10-22
- Java Neural Network Examples (zip)
- This is a collection of neural network examples in Java. It includes JOONE examples, the traveling salesman, optical character recognition, handwriting recognition, fuzzy logic, and neural network pruning. Full source code is included.
- Tags: Network, Java, Neural Network
- Software downloads 2005-12-09
- Pannasoft Ingenuity (zip)
- Pannasoft Ingenuity comprised methods and algorithms specially configured and evaluated by Pannasoft's experts for optimized application on neural network-based solutions. Pannasoft Ingenuity provides the best-of-breed artificial neural networks technology to be infused into real world software products to achieve optimal solutions to specific problems, yielding numerous returns in terms of...
- Tags: Neural Network, Pannasoft Ingenuity
- Software downloads 2005-11-16
- A Neural Network Based System for Intrusion Detection and Classification of Attacks
- With the rapid expansion of computer networks during the past decade, security has become a crucial issue for computer systems. Different soft-computing based methods have been proposed in recent years for the development of intrusion detection systems. This paper presents a neural network approach to intrusion detection. A Multi Layer...
- Tags: Network, Neural Network, Attack, Queen, Multi Layer Perceptron, Intrusion Detection, Network Security, Security, Networking
- White papers 2004-10-14
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