Online Intrusion Alert Aggregation with Generative Data Stream Modeling
Journal Title: International Journal of Modern Engineering Research (IJMER) - Year 2014, Vol 4, Issue 7
Abstract
Online intrusion alert aggregation with generative data stream modeling is a approach which uses generative modeling. It also use a method called as probabilistic methods. It can be assume that instances of an attack is similar as a process may be a random process which is producing alerts. This paper aims at collecting and modeling these attacks on some similar parameters, so that attack from beginning to completion can be identified. This collected and modeled alerts is given to security personnel to estimate conclusion and take relative action. With some data sets, we show that it is easy to deduct number of alerts and count of missing meta alerts is also extremely low. Also we demonstrate that generation of meta alerts having delay of only few seconds even after first alert is produced already.
Authors and Affiliations
Kothawale Ganesh S , Borhade Sushama R , Prof. B. Raviprasad
Keywords
Related Articles
- EP ID EP147556
- DOI -
- Views 104
- Downloads 0
Two Stage Reversible Data Hiding Based On Image Interpolation and Histogram Modification
In this paper a two stage reversible data hiding technique is proposed. At the first stage, an interpolation technique is used to generate a cover image from the input image. The difference values from input image an...
Static Analysis of Go-Kart Chassis by Analytical and Solid Works Simulation
This paper aims to do modelling, simulation and performing the static analysis of a go kart chassis consisting of Circular beams. Modelling, simulations and analysis are performed using 3-D modelling software...
Non linear analysis of Robot Gun Support Structure using Equivalent Dynamic Approach
Robot guns are being increasingly employed in automotive manufacturing to replace risky jobs and also to increase productivity. Using a single robot for a single operation proves to be expensive. Hence for cost...
High speed customized serial protocol for IP integration on FPGA based SOC applications
The serial communication is very commonly used communication protocol between various peripherals and processor. The current trend is all high speed buses are built with serial communication interface. As the key p...
Investigation of Storage Potential of Different Biodiesel and Their Blends
As we know that biodiesel is easily influenced by oxidative attack and acidity is always a prime concern for their long term usage. To look over these difficulties we have to investigate their potential for storage purpo...