alexa Abstract | File Inclusion Vulnerability Analysis using Hadoop and Navie Bayes Classifier
ISSN ONLINE(2320-9801) PRINT (2320-9798)

International Journal of Innovative Research in Computer and Communication Engineering
Open Access

OMICS International organises 3000+ Global Conferenceseries Events every year across USA, Europe & Asia with support from 1000 more scientific Societies and Publishes 700+ Open Access Journals which contains over 50000 eminent personalities, reputed scientists as editorial board members.

Open Access Journals gaining more Readers and Citations

700 Journals and 15,000,000 Readers Each Journal is getting 25,000+ Readers

This Readership is 10 times more when compared to other Subscription Journals (Source: Google Analytics)

Research Article Open Access


Big data is an evolving data set that describes any voluminous amount of structured, semi-structured and unstructured data and is beyond the ability of a traditional database tool .Big data can be analysed for extracting valuable information. Hadoop rides the big data where the massive quantity of information is processed using clusters of commodity hardware. A web server log is automatically created by a server which maintains a history of vulnerability attacks. SQL Injection and Remote File Inclusion are the two most frequently used vulnerability attacks and hackers preferring easier rather than complicated attack techniques .RFI uses the weakness of PHP language which in today’s world is the most widely used. Hadoop Technologies like Oozie, Hive,Pig and Sqoop can be used to analyze web log data to detect File inclusion vulnerabilities . Naïve Bayes algorithm is implemented in Hive user defined function to classify attack keywords in log file. Oozie is a job coordinator and work flow manager that supports several types of Hadoop jobs such as Java map-reduce, Streaming map- reduce, Pig, Hive, and Sqoop

To read the full article Peer-reviewed Article PDF image

Author(s): Vidya Muraleedharan, Dr.KSatheesh Kumar, Ashok Babu

Share This Page

Additional Info

Loading Please wait..
Peer Reviewed Journals
Make the best use of Scientific Research and information from our 700 + peer reviewed, Open Access Journals
International Conferences 2017-18
Meet Inspiring Speakers and Experts at our 3000+ Global Annual Meetings

Contact Us

© 2008-2017 OMICS International - Open Access Publisher. Best viewed in Mozilla Firefox | Google Chrome | Above IE 7.0 version