ISSN 2394-5125
 

Research Article 


AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar.

Abstract
Day by day addictivess of facebook is rapidly increasing due to third party applications. Taking this is an advantage
hackers have realized to spread malicious applications to hack user details. So, our main theme is to build up a tool called as
Rigorous Application Evaluator(FRAppE) of facebook to detect facebook applications which are malicious. To classify an
application we maintain some characteristics which help us differentiate apps which are benevolent and harmful. As an
illustration, if that appsare examined which are malicious having names similar, information in app summary and they have
less permission sets and same URLís. Based on these features we train our dataset and using SVM classification technique we
classify the new application as benign or malicious. FRAppE is a toolwhich acts like aindependentwatchdogforclassifying an
app and warns the users before installing an application.

Key words: Fb applications,malicious,OSNís, benign


 
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How to Cite this Article
Pubmed Style

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar. AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS. JCR. 2020; 7(17): 2802-2806. doi:10.31838/jcr.07.17.350


Web Style

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar. AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS. http://www.jcreview.com/?mno=103634 [Access: April 15, 2021]. doi:10.31838/jcr.07.17.350


AMA (American Medical Association) Style

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar. AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS. JCR. 2020; 7(17): 2802-2806. doi:10.31838/jcr.07.17.350



Vancouver/ICMJE Style

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar. AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS. JCR. (2020), [cited April 15, 2021]; 7(17): 2802-2806. doi:10.31838/jcr.07.17.350



Harvard Style

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar (2020) AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS. JCR, 7 (17), 2802-2806. doi:10.31838/jcr.07.17.350



Turabian Style

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar. 2020. AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS. Journal of Critical Reviews, 7 (17), 2802-2806. doi:10.31838/jcr.07.17.350



Chicago Style

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar. "AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS." Journal of Critical Reviews 7 (2020), 2802-2806. doi:10.31838/jcr.07.17.350



MLA (The Modern Language Association) Style

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar. "AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS." Journal of Critical Reviews 7.17 (2020), 2802-2806. Print. doi:10.31838/jcr.07.17.350



APA (American Psychological Association) Style

Vankamamidi S Naresh, O sriNagesh, Prathipati Ratna Kumar (2020) AN EFFICIENT CLASSIFIER FOR DETECTING MALICIOUS FACEBOOK APPLICATIONS. Journal of Critical Reviews, 7 (17), 2802-2806. doi:10.31838/jcr.07.17.350