Network Forensic using DFAI system

Dhwaniket Ramesh Kamble, Nilakshi Jain, Swati Deshpande

ABSTRACT Detection of attacks and prevention of computers from it is a major research topic for researchers throughout the world. In DFAI system, a Genetic Algorithm (GA) based approach is used for generation of rules to detect attacks from the network on the system. A short general idea of the system Digital Forensic tool integrated with Artificial Intelligence (DFAI) is that, genetic algorithm and related detection techniques is provided. The GA will be trained on the Knowledge Discovery Database KDD Cup 99 data set to generate a rule set that can be used to detect attacks on the system. The algorithm takes into consideration different features in network connections of KDD Cup 99 dataset to generate a rule set. Digital Forensics is the science of locating, extracting and analyzing types of data from different devices, which then understand to serve as legal evidence. Digital Forensics focus on finding the digital evidence after a computer security incident has occurred. The system Digital Forensic tool integrated with Artificial Intelligence is used for monitoring and investigating the system by using different Digital Forensic tools. Keywords: KDD dataset, Genetic Algorithm, Digital Forensic, Artificial Intelligence.

Title:	Network Forensic using DFAI system
Author Name:	Dhwaniket Ramesh Kamble, Nilakshi Jain, Swati Deshpande
Abstract:	ABSTRACT Detection of attacks and prevention of computers from it is a major research topic for researchers throughout the world. In DFAI system, a Genetic Algorithm (GA) based approach is used for generation of rules to detect attacks from the network on the system. A short general idea of the system Digital Forensic tool integrated with Artificial Intelligence (DFAI) is that, genetic algorithm and related detection techniques is provided. The GA will be trained on the Knowledge Discovery Database KDD Cup 99 data set to generate a rule set that can be used to detect attacks on the system. The algorithm takes into consideration different features in network connections of KDD Cup 99 dataset to generate a rule set. Digital Forensics is the science of locating, extracting and analyzing types of data from different devices, which then understand to serve as legal evidence. Digital Forensics focus on finding the digital evidence after a computer security incident has occurred. The system Digital Forensic tool integrated with Artificial Intelligence is used for monitoring and investigating the system by using different Digital Forensic tools. Keywords: KDD dataset, Genetic Algorithm, Digital Forensic, Artificial Intelligence.
Cite this article:	Dhwaniket Ramesh Kamble, Nilakshi Jain, Swati Deshpande , " Network Forensic using DFAI system " , International Journal of Application or Innovation in Engineering & Management (IJAIEM), Volume 4, Issue 6, June 2015 , pp. 008-016 , ISSN 2319 - 4847.
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