Improved Off-Line Intrusion Detection Using A Genetic Algorithm And RMI
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2011, Vol 2, Issue 1
Abstract
This article proposes an optimization of using Genetic Algorithms for the Security Audit Trail Analysis Problem, which was proposed by L. Me in 1995 and improved by Pedro A. Diaz-Gomez and Dean F. Hougen in 2005. This optimization consists in filtering the attacks. So, we classify attacks in 'Certainly not existing attacks class', 'Certainly existing attacks class' and 'Uncertainly existing attacks class'. The proposed idea is to divide the 3rd class to independent sub-problems easier to solve. We use also the remote method invocation (RMI) to reduce resolution time. The results are very significant: 0% false+, 0%false-, detection rate equal to 100%. We present also, a comparative study to confirm the given improvement.
Authors and Affiliations
Ahmed AHMIM, Nacira GHOUALMI, Noujoud KAHYA
Keywords
Related Articles
- EP ID EP124205
- DOI -
- Views 103
- Downloads 0
Low-Power Hardware Design of Binary Arithmetic Encoder in H.264
Context-Based Adaptive Binary Arithmetic Coding (CABAC) is a well-known bottleneck in H.264/AVC, owing to the highly serialized calculation and high data dependency of the binary arithmetic encoder. This work presents a...
An Automatic Multiple Sclerosis Lesion Segmentation Approach based on Cellular Learning Automata
Multiple Sclerosis (MS) is a demyelinating nerve disease which for an unknown reason assumes that the immune system of the body is affected, and the immune cells begin to destroy the myelin sheath of nerve cells. In Path...
Dual Security Testing Model for Web Applications
In recent years, web applications have evolved from small websites into large multi-tiered applications. The quality of web applications depends on the richness of contents, well structured navigation and most importantl...
A Blockchain-based Value Added Tax (VAT) System: Saudi Arabia as a Use-Case
Businesses need trust to confidently perform trade among each other. Centralized business models are the only mature solutions available to perform trades over the Internet. However, they have many problems which include...
A Survey on Location Privacy-Preserving Mechanisms in Mobile Crowdsourcing
Mobile Crowdsourcing (MCS) surfaced as a new affluent method for data collection and processing as a result of the boom of sensor-rich mobile devices popularity. MCS still has room for improvement, particularly in protec...