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 103
- Downloads 0
Application of CNTFET as Logic Gates and its implementation using HSPICE
The steady reduction in the dimension of transistors, according to Moore's law has been the main force behind the regular leaps in the level of performance of the silicon ICs. Due to the effects like the short channel ef...
Distributed Utility-Based Energy Efficient Cooperative Medium Access Control in MANETS
Cooperative communication, that utilizes near terminals to relay the overhearing information to grasp the variability gains, choices a nice potential to strengthen the transmission potency in wireless networks....
Solar Crop Drying-A Viable Tool for Agricultural Sustainability and Food Security
One of the most important potential applications of solar energy is the solar drying of agricultural products. Losses of fruits and vegetables during their drying in developing countries are estimated to be 30–...
(MCKIBBEN’S MUSCLE) Robots Make Our Work Lighter, But We Have Made the Robots Lighter.
: Industrial robots, which are heavy moving bodies, show high risk of damage when working and also sessions in dense environment of other robots. This initiated the allure for lighter robot constructions using so...
Between α-closed Sets and Semi α-closed Sets
In general topology many strong and weak forms of open and closed sets have been defined and studied. Govindappa Navalagi introduced the concept of semi α-open sets which is a weaker form of α-open sets. Semi*α-ope...