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CYBER ANALYTICS PROJECT

CYBER ANALYTICS PROJECT. Team BizzLoc. T he Team. Elias Paramo Kushagra Parikh Rohit Bhalerao Rohit Garg. Agenda. Introduction Research Questions/Hypothesis Research Design Findings and Discussions List of references. Introduction. To discover suspicious behavior

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CYBER ANALYTICS PROJECT

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Presentation Transcript

  1. CYBER ANALYTICS PROJECT Team BizzLoc

  2. TheTeam • Elias Paramo • Kushagra Parikh • Rohit Bhalerao • Rohit Garg

  3. Agenda • Introduction • Research Questions/Hypothesis • Research Design • Findings and Discussions • List of references

  4. Introduction • To discover suspicious behavior • Forums – HackerWeb & Shodan • APIs - Python • Perform analysis & generate trends • Data insights

  5. Research Questions • In Android, there is always someone looking/controlling? • Finding malware samples? • What are the developments of Remote access Trojan? • How common is it to use DOS for revenge purpose? • How to hack Social Media? • How can the MSN account be frozen?

  6. Research Design: Collection • Data Source • Hacker Web • Shodan • Automated Process • Using Python API

  7. Research Design: Analysis • Analytical Tools Used • Tableau • Spotifire • RapidMiner • IBM Spss • MS – Excel • Different analysis for 6 questions

  8. Q#1: Time Series Provides trends of how the android hacking market grew

  9. Q#1: Heat Map Provides snapshot in time of how impactful the different android hacking tools were in hacking community

  10. Q#2: Map Trace Provides information how reach of malware across different region

  11. Q#3: Map Trace Provides information how reach of RAT across different region

  12. Q#4: Association Rules Provides information about Inter-Correlation of words

  13. Q#5: Hacking Trends Provide time series of how different modes to hack social media grew

  14. Q#6: Hacking Trends Provide time series of how MSN account freezer grew

  15. Q#1: Findings & Discussions • Android RAT • Developed by David • Most impact • Cryptoid • Cipher or Decipher messages • Multiple Algorithms: Caesar, Polybius • Ratroid: Android RAT in French • Zero-day flaw in 2010

  16. Q#2: Findings & Discussions • December 2006 • Increase in malware signatures • 250K to 500K • Use warez tools • Trojan DIY programs, worms • Develop and release new version of code • Apple products targeted

  17. Q#3: Findings & Discussions • SchwarzeSonne RAT • Language - Delphi • Servers connect fast, Open source • Cerberus RAT • Not stable

  18. Q#4: Findings & Discussions • DDOS tools • GoodBye 5.0 • Shell Booter • NuclearDDosser • DeStROY

  19. Q#5: Findings & Discussions • 0-day exploit • Hack Facebook mail • In 2010 • Use Proxy Cracker • To crack Yahoo account • Time consuming process

  20. Q#6: Findings & Discussions • Tool to freeze MSN accounts • Introduced in 2010 • Capability of MSN hacking, killer, elite flood • Reported frozen 200 ids • In 2012

  21. List of References • http://www.bizcommunity.com/Article/196/661/109895.html • http://www.cnn.com/2011/TECH/mobile/03/02/google.android.hack/ • http://www.itworldcanada.com/article/first-rat-binders-for-android-surfacing/82879 • https://github.com/RobinDavid/androrat changed • https://github.com/wcb972/androrat • http://www.th.freelancer.com/work/androrat-work/1/ • http://www.filecrop.com/

  22. List of References (Contd.) • http://sharedigger.com/ • showthread.php@9099-REL-Schwarze-Sonne-RAT-1-0_2Fpage2 • showthread.php@9052-DarkComet-RAT-V2-0-RC7-_2AFIX_2A • showthread.php@9042-Cerberus-Rat-1-03-5-Beta_2Fpage7 • showthread.php@12043-Pandora-RAT-V0-1-Tester-Verison • showthread.php@11514-BlackNix-RAT-v1-1 • showthread.php@11417-Pytho-R-A-T-1-4-Developer-Preview

  23. List of References (Contd.) • showthread.php@11030-Next-Generation-R-A-T • http://blogs.edweek.org/edweek/DigitalEducation/2013/09/cyber_attacks_on_school_networ.html • http://www.coe.int/t/dghl/cooperation/economiccrime/cybercrime/Documents/Reports-Presentations/567%20study1-d-provisional%20_13%20Mar%2008.pdf • http://www.mediafire.com/?yl31y2onkn5 • http://www.mediafire.com/?kzazwdxyowy

  24. Summary • Introduction • Research Questions/Hypothesis • Research Design • Findings and Discussions • List of references

  25. ThankYou!

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