ISSN : 2319-7323

INTERNATIONAL JOURNAL OF COMPUTER SCIENCE ENGINEERING

ABSTRACT

Title	:	Web Attack Discovery using Deep Convolution Neural Network and Multi- Channel Convolution Neural Network
Authors	:	Yeleti Aarti, Yeleti Jyoti
Keywords	:	Web attacks, Multi-Channel Convolution Neural Network, Convolution Neural Network
Issue Date	:	Jul-Aug 2020
Abstract	:	The main source of the Internet is the World Wide Web(WWW). In today's scenario, the majority of services are provided by web applications such as information sharing, entertainment, education, etc. With the increase of several services in the Web, the Web has become the main venue for the attackers. Many machine learning methods are developed for discovering web attacks. In this paper two deep learning techniques, Multi-Channel Convolution Neural Network and Deep Convolution Neural Network are proposed which are a special type of Convolution Neural Networks developed for efficiently identifying web attacks.
Page(s)	:	332-337
ISSN	:	2319-7323
Source	:	Vol. 9, No. 4