Detecting Malicious Social Networks Applications using FRAppE

Avinash Adhav, Pravin Masal, Suraj Ghodake, Abhilash Lokhande, Chaitanya Bhosale
International Research Journal of Engineering and Technology   unpublished
Online Social Networks applications are one of the reasons for Online Social Networks attractiveness. Unluckily, many user are not alert of the fact that many malicious Online Social Networks applications survive. With 20 million installs a day, third party applications are a major reason for the attractiveness and addictiveness of Online Social Networks. But, cyber criminals have realized the probable of using applications for spreading malware and spam like unsolicited mail. The problem is
more » ... eady important, as we find that at least 13% of applications in the model datasets are malicious. Since, the research community has paying attention on discovering malicious posts and campaign. Online social networks services like Online Social Networks eyewitness an exponential boost in consumer action while an incident takes place in the actual world. This activity is a mixture of high-quality content similar to information, private views, opinions, comments, as well as poor quality content like spam, rumors, and other malicious content. Although, the high-quality content makes online social networks a wealthy source of information, use of poor quality content can degrade user understanding, and have unsuitable blow in the real globe. In addition, the huge attractiveness, reach and promptness of online social networks services across the world makes it essential to monitor this reduce and activity the invention and spread of poor quality content. Numerous studies in the past have analyzed the content spread on social networks throughout real world events. We also go to recognize the boundaries posed by Online Social Networks in terms of availability of data for collection, and investigation, and try to recognize if presented techniques can be used to recognize and study deprived quality content on Facebook.
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