Corpus ID: 212539909

Detecting Malicious Facebook Application

@inproceedings{Vaidya2017DetectingMF,
  title={Detecting Malicious Facebook Application},
  author={Ketan N. Vaidya and R. Mr.Rakesh and Hingmire and Mr. Tejas R. Borade and Mr. Rohit V. Patanpallu},
  year={2017}
}
  • Ketan N. Vaidya, R. Mr.Rakesh, +2 authors Mr. Rohit V. Patanpallu
  • Published 2017
  • First, we identify a set of features that help us distinguish malicious apps from benign ones. For example, we find that malicious apps often share names with other apps, and they typically request fewer permissions than benign apps. Second, leveraging these distinguishing features, we show that FRAppE can detect malicious apps with 99.5% accuracy, with no false positives and a high true positive rate (95.9%). Finally, we explore the ecosystem of malicious Facebook apps and identify mechanisms… CONTINUE READING

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    References

    SHOWING 1-10 OF 12 REFERENCES
    Detecting and characterizing social spam campaigns
    • 330
    • PDF
    Efficient and Scalable Socware Detection in Online Social Networks
    • 95
    • PDF
    Wiki: Facebook platform
    • 2014
    Stay away from malicious Facebook apps
    • 2013 [Online]. Available: http://bit.ly/b6gWn5
    • 2013
    100 social media statistics for 2012
    • 2012 [Online]. Available: http://thesocialskinny.com/100-socialmedia-statistics-for-2012/
    • 2012
    Facebook tops 900 million users
    • 2012 [Online]Available:http://money.cnn.com/2012/04/23/techn ology/facebookq1/index.htm Imperial Journal of Interdisciplinary Research (IJIR) Vol-3, Issue-4, 2017 ISSN: 2454-1362, http://www.onlinejournal.in Imperial Journal of Interdisciplinary Research (IJIR) Page 2177
    • 2012
    The Pink Facebook rogue application and survey scam
    • 2012 [Online]. Available: http://nakedsecurity.sophos.com/2012/02/27/pinkfacebook-survey-scam/
    • 2012
    Hackers selling $25 toolkit to create malicious Facebook apps
    • 2011 [Online]. Available: http://zd.net/g28HxI
    • 2011
    Facebook Opengraph API
    • [Online]. Available: http://developers.facebook.com/docs/reference/api/