1. 1. H. Gao, J. Hu, C. Wilson, Z. Li, Y. Chen, and B. Y. Zhao. Detecting and characterizing social spam campaigns. In IMC, 2010
   2. P. Chia, Y. Yamamoto, and N. Asokan. Is this app safe? A large scale study on application permissions and risk signals.In WWW, 2012.
   3. C.-C. Chang and C.-J. Lin. LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2, 2011.
   4. A. Besmer, H. R. Lipford, M. Shehab, and G. Cheek. Social applications: exploring a more secure framework. In SOUPS,2009.
   5. C. Pring, “100 social media statistics for 2012,” 2012 [Online]. Available: http://thesocialskinny.com/100- social-media-statistics-for-2012/
   6. Facebook, Palo Alto, CA, USA, “Facebook Opengraph API,” [Online]. Available: http://developers.facebook.com/docs/reference/api/
   7. “Wiki: Facebook platform,” 2014 [Online]. Available: http://en. wikipedia.org/wiki/Facebook_Platform
   8. “Pr0file stalker: Rogue Facebook application,” 2012 [Online]. Available: https://apps.facebook.com/mypagekeeper/?status=scam_r eport- _fb_survey_scam_pr0file_viewer_2012_4_4
   9. “Whiich cartoon character are you—Facebook survey scam,” 2012 [Online]. Available: https://apps.facebook.com/mypagekeeper/?status=scam_r eport_fb_survey_scam_whiich_cartoon_character_are_yo u_2012_03_30
   10. G. Cluley, “The Pink Facebook rogue application and survey scam,” 2012 [Online]. Available: http://nakedsecurity.sophos.com/2012/02/ 27/pinkfacebook-survey-scam/
   11. D. Goldman, “Facebook tops 900 million users,” 2012 [Online]. Available: http://money.cnn.com/2012/04/23/technology/facebookq1 / index.htm
   12. R. Naraine, “Hackers selling $25 toolkit to create malicious Facebook apps,” 2011 [Online]. Available: http://zd.net/g28HxI
   13. HackTrix, “Stay away from malicious Facebook apps,” 2013 [Online]. Available: http://bit.ly/b6gWn5
   14. M. S. Rahman, T.-K. Huang, H. V. Madhyastha, and M. Faloutsos, “Efficient and scalable socware detection in online social networks,” in Proc. USENIX Security, 2012, p. 32.
   15. H. Gao et al., “Detecting and characterizing social spam campaigns,” in Proc. IMC, 2010, pp. 35–47.
   16. H. Gao, Y. Chen, K. Lee, D. Palsetia, and A. Choudhary, “Towards online spam filtering I social networks,” in Proc. NDSS, 2012.
   
   
2. 1. H. Gao, J. Hu, C. Wilson, Z. Li, Y. Chen, and B. Y. Zhao. Detecting and characterizing social spam campaigns. In IMC, 2010.
   2. P. Chia, Y. Yamamoto, and N. Asokan. Is this app safe? A large scale study on application permissions and risk signals.In WWW, 2012.
   3. C.-C. Chang and C.-J. Lin. LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2, 2011.
   4. A. Besmer, H. R. Lipford, M. Shehab, and G. Cheek. Social applications: exploring a more secure framework. In SOUPS,2009.
   5. C. Pring, “100 social media statistics for 2012,” 2012 [Online]. Available: http://thesocialskinny.com/100- social-media-statistics-for-2012/
   6. Facebook, Palo Alto, CA, USA, “Facebook Opengraph API,” [Online]. Available: http://developers.facebook.com/docs/reference/api/
   7. “Wiki: Facebook platform,” 2014 [Online]. Available: http://en. wikipedia.org/wiki/Facebook_Platform
   8. “Pr0file stalker: Rogue Facebook application,” 2012 [Online]. Available: https://apps.facebook.com/mypagekeeper/?status=scam_r eport- _fb_survey_scam_pr0file_viewer_2012_4_4
   9. “Whiich cartoon character are you—Facebook survey scam,” 2012 [Online]. Available: https://apps.facebook.com/mypagekeeper/?status=scam_r eport_fb_survey_scam_whiich_cartoon_character_are_yo u_2012_03_30
   10. G. Cluley, “The Pink Facebook rogue application and survey scam,” 2012 [Online]. Available: http://nakedsecurity.sophos.com/2012/02/ 27/pinkfacebook-survey-scam/
   11. D. Goldman, “Facebook tops 900 million users,” 2012 [Online]. Available: http://money.cnn.com/2012/04/23/technology/facebookq1 / index.htm
   12. R. Naraine, “Hackers selling $25 toolkit to create malicious Facebook apps,” 2011 [Online]. Available: http://zd.net/g28HxI
   13. HackTrix, “Stay away from malicious Facebook apps,” 2013 [Online]. Available: http://bit.ly/b6gWn5
   14. M. S. Rahman, T.-K. Huang, H. V. Madhyastha, and M. Faloutsos, “Efficient and scalable socware detection in online social networks,” in Proc. USENIX Security, 2012, p. 32.
   15. H. Gao et al., “Detecting and characterizing social spam campaigns,” in Proc. IMC, 2010, pp. 35–47.
   16. H. Gao, Y. Chen, K. Lee, D. Palsetia, and A. Choudhary, “Towards online spam filtering I social networks,” in Proc. NDSS, 2012.