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Monitoring Botnets from Within: Investigating Botnet Traffic and Activities

This project aims to understand and analyze the traffic generated by botnets, large networks of compromised computers used for application layer attacks. The project involves publishing a website with known vulnerabilities, joining botnets, collecting and analyzing incoming and outgoing traffic, and producing a detailed report. Tools have been developed to automate some of the tasks involved in inspecting URLs and detecting active botnets.

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Monitoring Botnets from Within: Investigating Botnet Traffic and Activities

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  1. Project In COMPUTER SECURITYMonitoring Botnets from withinFINAL presentation – spring 2012 Students: Shir Degani, Yuval DeganiSupervisor: AmichaiShulman

  2. Background Botnets, large networks of compromised computers, form the main source of application layer attacks against web servers as of today. A Botnet is a network built by individually infecting (or “recruiting”) computers via various methods, such as infected websites, downloaded malicious code or abusive use of server-side application vulnerabilities.

  3. Aims and goals One of the important aspects of investigating this phenomenon is to be able to understand the traffic that a bot generates upon command from the botnet commander. Isolating bot traffic from regular traffic will allow a computer security researcher to develop software for identifying an already infected computer and to block this abusive traffic.

  4. Objectives • Publish a website application with easy and known vulnerabilities, that will also be maintained and filled with false but real-looking content. • Join Botnets (if not by accident, then by force). • Accumulate and analyze incoming and outgoing traffic over time.Isolate and classify bot traffic. • Produce a detailed report of the traffic recorded: volume, duration, targets, type of abusive activities, and so on. • Recognize and generalize patterns of traffic.

  5. Accomplishments • Collected long term IRC traffic from various botnets for analysis. • Analyzed IRC botnet traffic characteristics and botnet capabilities. • Researched many sources of malicious PHP code. • Produced a detailed report on the analyzed traffic and code. • Created a set of tools for the automation of infection and research of PHP IRC botnet code. • Published a detailed guide on how to research further scripts and use the tools provided.

  6. Methodology • Publish a website application on “sandbox” machine. • Use provided lists of suspicious URLs to try and recognize active botnets • Use a different machine to collect IRC traffic on the botnets found. • Analyze the traffic logs collected. • Produced a detailed and informative report on each botnet.

  7. Setup Machines on Amazon EC2: • Isolated “sandbox” machine running a web server: • Windows 2008 R2. • Wordpress with a blog full of content. • Security policy allows only web and IRC traffic. • Wireshark running at all times to log packets. • mIRC for monitoring chat room activity on the relevant rooms and server. • Machine is saved as a snapshot for restore if needed. • Separate machine for monitoring.

  8. Set of automation tools • While working, we’ve noticed that most of the time is spent on meticulous and rigorous tasks for inspecting URLs and looking for active botnets. • This led us to try and automate some of the process, and resulted in a set of tools that reduces most of the overhead that URL inspection requires.

  9. Tool #1: URL downloader • Targets the repetitive task of checking the validity of a list of suspicious URLs, and downloading them for further use. • Algorithm: • Try different variations on each URL with a few frequent suffixes. • Number each script that was successfully downloaded and add the .php extension.

  10. Tool #2: IRC traffic sniffer • Targets the time consuming task of running a suspicious script and checking whether it actuates an active botnet. • Algorithm: For each PHP file in a specified folder: • Start a Internet Explorer process. • Copy the PHP file to a provided runnable web published folder. • Start a background job for collecting all TCP packets. • Run the PHP file in the Internet Explorer process for a limited amount of time (timeout parameter provided). • Kill the Internet Explorer and other PHP processes. • Stop collecting packets. • Analyze the packets and look for the following IRC commands: • PASS <string>, for password of the destination server (destination IP and TCP port on the packet). • JOIN #<string> <string>, for joining an IRC channel and the channel password. • Print and add the sniffed info to a file that is named according to the PHP file for further use.

  11. Tool #2: IRC traffic sniffer

  12. Results & Conclusions • Most of the activity on the active botnets involves scanning for vulnerable websites and trying to infect them. • All vulnerabilities that are used are well known and documented bugs in WordPress extensions. • Although they are known, a great number of scanning results appear to be vulnerable – users doesn’t care for updates enough. • Real attacks were rare in the data collected • A notable DoS attack – UDP flood was seen. • Passing of Credit Card numbers and identities were noted a few times.

  13. Some Visual Demonstrations

  14. UDP flood

  15. Complex network of bots and managers

  16. Timeline example

  17. Backdoor example

  18. Future work • The final report contains a full guide on how to inspect and analyze IRC botnets: • Complete methodology guide. • A list of further investigation directions. • A user manual for the automation tools. • All of the following provide a big opportunity for future teams to get started very quickly and skip the initial non-productive phases.

  19. Summary • Our research shows that there is a whole underground culture of Indonesian sourced botnets that is very much alive and active. • Most of the activity on these botnets is expanding its army of bots, creating a large enough net of abused servers that can be lucrative for their manager. • PHP code allows endless possibilities for hijacking and abusing webservers.

  20. The End.

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