Thursday, July 7. 2011
USENIX Security is by far my favorite conference. This year is taking place in San Francisco from August 8th to August 11th and the program looks pretty strong again. There is some great work on quickly detecting malicious Javascript in the Browser and the talk on "Comprehensive Experimental Analyses of Automotive Attack Surfaces" promises to make us all rethink the security of our cars. Actually, all of the sessions seem like they will be interesting. So, see you all there.
Sunday, April 3. 2011
Malware infections such as SQL injection are a well known security problem. Over the past two years we have seen several large-scale infections on the web, e.g. Gumblar.cn and Martuz.cn. Recently, a new SQL injection campaign called Lizamoon has gained a lot of attention. I had expected web sites would become more secure over time and less susceptible to simple security problems, so it is surprising that SQL injection is still a prevalent problem. That let me to wonder: Was Lizamoon as successful as previous infections? In a discussion about this problem, my colleague Panayiotis Mavrommatis suggested that comparing the size of campaigns via search engine result estimates might not be very accurate measurement.
That begs the question of how to assess the impact of infections. While the number of infected URLs is one possible measure, it is skewed by many different factors, e.g. a single vulnerable site contributes a large fraction of the infected URLs and overstates the impact. Instead, counting the number of infected sites might be a better metric. Even so, to judge the relative scale of an infection campaign, it might be helpful to compare it to previous incidents.
Below is a comparison of the Gumblar.cn/, Martuz.cn/ and Lizamoon infections based on Google's Safe Browsing data. The graph shows the number of unique infected sites over a 30 day sliding window.

For this analysis, I counted the sites that had a functioning reference to it, e.g. a script src=. Sites that escaped the script tag rendering it harmless were not counted. For Lizamoon, I aggregated the sites provided by the websense blog into a single measure:
hxxp://lizamoon.com/
hxxp://tadygus.com/
hxxp://alexblane.com/
hxxp://alisa-carter.com/
hxxp://online-stats201.info/
hxxp://stats-master111.info/
hxxp://agasi-story.info/
hxxp://general-st.info/
hxxp://extra-service.info/
hxxp://t6ryt56.info/
hxxp://sol-stats.info/
hxxp://google-stats49.info/
hxxp://google-stats45.info/
hxxp://google-stats50.info/
hxxp://stats-master88.info/
hxxp://eva-marine.info/
hxxp://stats-master99.info/
hxxp://worid-of-books.com/
hxxp://google-server43.info/
hxxp://tzv-stats.info/
hxxp://milapop.com/
hxxp://pop-stats.info/
hxxp://star-stats.info/
hxxp://multi-stats.info/
hxxp://google-stats44.info/
hxxp://books-loader.info/
hxxp://google-stats73.info/
hxxp://google-stats47.info/
hxxp://google-stats50.info/
The graph shows two interesting facts. - The Lizamoon campaign started around September 2010 and actually peaked in October 2010 with ~5600 infected sites. At the moment, it seems to be undergoing a revival.
- If we compare the number of infected sites, Gumblar.cn/ is still clearly the winner with ~62,000 sites, followed closely by Martuz.cn/.
For future studies of malware infections, I suggest taking the number of infected sites as a more reliable measure than counting the number of infected URLs.
Update 2011-04-04: The blog post incorrectly referred to Gumblar.cn and Martuz.cn/ as SQL injection attacks. These attacks used stolen FTP credentials.
Wednesday, September 22. 2010
 Recently, I had the pleasure of flying from the new terminal at the San Jose Airport. The building is quite nice from the inside and even has some cool futuristic moving statues. With all the good stuff comes also a set of virtual nudity machines at the security screening point. The virtual nudity machines also known as backscatter x-ray screening promise increased privacy since the naked images of passengers are viewed at a remote location and there is no requirement of a physical examination. As the sign states these machines are optional but whoever refuses must subject themselves to a thorough physical pat down. I already had one really bad experience with the virtual nudity machines at another airport - I was told I was not allowed to wear my watch or any necklaces. Well, this time I chose the metal detector and walked through without any further hassles. However, I had the pleasure of watching every single person who was shepherded through the virtual nudity machines being patted down. One woman had her breast touched - perhaps she dared to wear an underwire bra? The next guy got patted down around his legs. His offense was a chap stick hidden in his pocket. What really amused me was the guy after him who was patted down because he had not removed his handkerchief from his pocket. At the end of the day, anyone going through the backscatter x-ray machines got patted down and spent a significantly longer time at the security checkpoint. This seems like an overly expensive experiment that hopefully will be abandoned soon.
Thursday, August 19. 2010
PDF has become the de-facto standard for formatting print documents. Over the years, it has evolved into a feature rich and very complex system. PDF supports embedded Javascript that can be used for form validation and contains support for different image formats and 3D models, etc. As a result, PDF implementations have numerous vulnerabilities that can be exploit by adversaries to gain control over a user’s computer. Here are a number of CVEs that are currently being exploited in the wild: CVE-2007-5659, CVE-2008-2992, CVE-2009-0927, CVE-2009-2994, CVE-2009-4324, CVE-2010-0188.
In this blog post, we are going to look at current exploitation of CVE-2010-0188: An integer overflow in the parsing of the dot range option in TIFF files. The vulnerability was publicly announced in February 2010. Examples of exploit code are readily available on the Internet and a very good explanation of how the exploit works has been provided by Fortinet.
The exploit described by Fortinet utilizes an AcroForm described in XML. The XML contains an image field with an embedded TIFF image that triggers the vulnerability.
Continue reading "Anatomy of a PDF Exploit"
Saturday, August 29. 2009
The call for papers for the 3rd USENIX Workshop on Large-Scale Exploits and Emergent Threats (LEET '10) Botnets, Spyware, Worms, and More just went out. It will be held on April 27, 2010 in San Jose, CA.
LEET '10 will be co-located with the 7th USENIX Symposium on Networked Systems Design and Implementation (NSDI '10), which will take place April 28–30, 2010.
Important Dates
- Submissions due: Thursday, February 25, 2010, 11:59 p.m. PST
- Notification of acceptance: Wednesday, March 24, 2010
- Final papers due: Monday, April 5, 2010
Workshop Organizers
Program Chair- Michael Bailey, University of Michigan
Program Committee- Dan Boneh, Stanford University
- Nick Feamster, Georgia Institute of Technology
- Jaeyeon Jung, Intel Labs, Seattle
- Christian Kreibich, International Computer Science Institute
- Patrick McDaniel, Pennsylvania State University
- Fabian Monrose, University of North Carolina, Chapel Hill
- Jose Nazario, Arbor Networks, Inc.
- Stefan Savage, University of California, San Diego
- Matt Williamson, AVG Technologies
- Yinglian Xie, Microsoft Research
- Vinod Yegneswaran, SRI International
Go submit your work!
Saturday, July 11. 2009
The DirectShow vulnerabilities are being exploited all over the place now. Unfortunately, the second vulnerability in DirectShow is still unpatched and exploit sites seem to be jumping on this. There is even some evidence that it's possible to successfully exploit the vulnerability without even using JavaScript. New exploit domains are popping after every day. DirectShow now seems to be what Flash and PDF were earlier in the year.
Wednesday, July 1. 2009
We recently published an article on web-based malware in ACM's Queue Magazine. It provides a short overview of some of the challenges with detecting malicious web sites such as social engineering and examples of techniques for compromising web sites, e.g. htaccess redirection on Apache, etc. This is the article on which my recent ISSNet talk was based.
Saturday, June 6. 2009
A list of the top-10 malware sites found by Google's infrastructure over the last two months is available at the Google Online Security Blog. Gumblar and Martuz are among them as well as googleanalytlcs.net. There certainly have been lots of compromised web servers recently.
Tuesday, April 14. 2009
The 2nd USENIX LEET workshop is going to take place on April 21st in Boston next week. The workshop program looks really interesting. There are a number of really interesting talks; here are just a few:
- Spamcraft: An Inside Look At Spam Campaign Orchestration
- A Foray into Conficker's Logic and Rendezvous Points
- A View on Current Malware Behaviors
Last year's workshop was a blast and I expect that next week is going to be lots of fun, too. It is still possible to register on-site for the workshop.
Wednesday, November 12. 2008
The CfP for the 2nd USENIX Workshop on Large-Scale Exploits and Emergent Threats (LEET '09): Botnets, Spyware, Worms, and More is up at:
- http://www.usenix.org/event/leet09/cfp/.
LEET '09 will be held on April 21, 2009 in Boston, MA immediately before the 6th USENIX Symposium on Networked Systems Design and Implementation (NSDI '09), which will take place April 22–24, 2009.
Important Dates
- Submissions due: January 16, 2009, 11:59 p.m. EST
- Notification of acceptance: March 2, 2009
- Electronic files due: March 30, 2009
This will be the second edition of LEET, which had evolved from the combination of two other successful workshops, the ACM Workshop on Recurring Malcode (WORM) and the USENIX Workshop on Hot Topics in Understanding Botnets (HotBots). These two workshops have each dealt with aspects of this problem. However, while papers relating to both worms and botnets are explicitly solicited, LEET has a broader charter than its predecessors. We encourage submissions of papers that focus on any aspect of the underlying mechanisms used to compromise and control hosts, the large-scale "applications" being perpetrated upon this framework, or the social and economic networks driving these threats.
Tuesday, July 22. 2008
As everyone was upgrading their DNS infrastructure to be ready for August 7th, some security reseachers independently discovered the DNS flaw and disclosed it. For those of us, who were either informed or had figured out the problem ourselves, it is surprising to find irresponsible and grossly negligent disclosure from respected members of our community. There was a reason that Kaminsky did not disclose the flaw publicly when he found it. The DNS infrastructure needed to be upgraded and repaired.
Well, the time has run out. A current study by David Dagon and myself puts the number of open recursive resolvers using static source ports at about 78%. That is a lot of servers that need to be patched. Two more weeks till August 7th could have helped to fix many of them. Unfortunately, we will not find out now.
Tuesday, July 15. 2008
As we are all trying to patch and upgrade our resolvers and NAT devices, I created a small image tag that automatically assesses the randomess of a visitor's resolver:
 This is still in reference to the CERT Advisory on Multiple DNS implementations vulnerable to cache poisoning. You can place the image tag on your web page to test your visitors:
<center><a href="http://www.provos.org/index.php?/archives/42-DNS-and-Randomness.html"><img src="http://porttest.honeyd.org/-s-_dns.png" border=0></a></center>
The a href link can of course point to a more helpful web page and the image itself can also be changed according to need.
If you want to show this on your pages with different images, just let me know.
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