Fuzzy zero day exploits detector system
Journal: International Journal of Advanced Computer Research (IJACR) (Vol.7, No. 31)Publication Date: 2017-07-09
Authors : Adnan Shaout; Cameron Smyth;
Page : 154-163
Keywords : Intrusion detection system; Fuzzy exploit monitor; Fuzzy inference system; Computer security; Zero day exploits.;
Abstract
Intrusion detection systems today are relatively capable of detecting network intrusions by attackers. Unfortunately, these systems operate on a network level and not on a system level. Meanwhile, antivirus software is typically capable of detecting known viruses but cannot easily stop zero day exploits. The paper will propose a fuzzy inference system to detect exploitation of a system using system metrics such as CPU, memory usage and network connections. This system is implemented using the MATLAB fuzzy logic toolbox. The design was tested and provided reasonable results.
Other Latest Articles
- Optimal thresholds for discrete power levels using adaptive modulation in presence of imperfect channel state information
- Research on visualization methods of online education data based on IDL and hadoop
- Online collaborative video annotation framework using GoodRelations ontology for E-commerce
- Electric vehicle power electronics cooling system pump control using fuzzy logic
- A study on Partial Replacement of Sand using Waste Plastic and Steel Fibers
Last modified: 2017-07-09 20:48:45