Private:progress-alkurbi

Spring 2011

• Courses: None
• Research: Developing Online SIP-Botnet Detection System

• Progress Report: Please read "Progress" section here

Feb 01

• Works (Large Scale Evaluation & Documentation):
  • Exporting statistics into Matlab, and fixing figures' errors (Still in progress).
  • Generated two new 24h traffic with: one with 50 bots, and the other with 100 bots.
  • Calculating FP/FN for all combinations and generate 24 statistic reports. I'm waiting for Prof suggestion on this matter as calculating FP/FN while applying the same setting (at least 24 different settings) will require an intensive and very long time.
  • Export the 24 statistic reports into Matlab, and generate 24 figures.
  • Finally and to prove the ineffectiveness of picking (Win=1h), I'll need to run some experiments to calculate FP/FN as well, plot a figure and include it in the report.
  • Update the report.

Jan 24

• Works (Large Scale Evaluation & Documentation):
  • Generated 24h SIP traffic with "1000" users, "10" bots.
  • Tuned Alpha & Beta values.
  • Ran the proposed system against the generated traffic with different win sizes (3h, 2h), and different Sliding-Win sizes (5m, 10m, 15m, 20m, 25m, 30m), to calculate False Positives/Negatives, and generated 12 statistics reports.
  • Exporting statistics reports into Matlab and generating figures.