Measuring Search-Redirection Attacks in the Illicit Online Prescription Drug Trade

August 10th, 2011 at 00:30 UTC by Tyler Moore

Unauthorized online pharmacies that sell prescription drugs without requiring a prescription have been a fixture of the web for many years. Given the questionable legality of the shops’ business models, it is not surprising that most pharmacies resort to illegal methods for promoting their wares. Most prominently, email spam has relentlessly advertised illicit pharmacies. Researchers have measured the conversion rate of such spam, finding it to be surprisingly low. Upon reflection, this makes sense, given the spam’s unsolicited and untargeted nature. A more successful approach for the pharmacies would be to target users who have expressed an interest in purchasing drugs, such as those searching the web for online pharmacies. The trouble is that dodgy pharmacy websites don’t always garner the highest PageRanks on their own merits, and so some form of black-hat search-engine optimization may be required in order to appear near the top of web search results.

Indeed, by gathering daily the top search web results for 218 drug-related queries over nine months in 2010-2011, Nektarios Leontiadis, Nicolas Christin and I have found evidence of substantial manipulation of web search results to promote unauthorized pharmacies. In particular, we find that around one-third of the collected search results were one of 7,000 infected hosts triggered to redirect to a few hundred pharmacy websites. In the pervasive search-redirection attacks, miscreants compromise high-ranking websites and dynamically redirect traffic different pharmacies based on the particular search terms issued by the consumer. The full details of the study can be found in a paper appearing this week at the 20th USENIX Security Symposium in San Francisco.

Search-redirection attacks combine several well-worn tactics from black-hat SEO and web security. First, an attacker identifies high-visibility websites (e.g., at universities) that are vulnerable to code-injection attacks. The attacker injects code onto the server that intercepts all incoming HTTP requests to the compromised page and responds differently based on the type of request:

    Requests from search-engine crawlers return a mix of the original content, along with links to websites promoted by the attacker and text that makes the website appealing to drug-related queries.
    Requests from users arriving from search engines are checked for drug terms in the original search query. If a drug name is found in the search term, then the compromised server redirects the user to a pharmacy or another intermediary, which then redirects the user to a pharmacy.
    All other requests, including typing the link directly into a browser, return the infected website’s original content.

The net effect is that web users are seamlessly delivered to illicit pharmacies via infected web servers, and the compromise is kept hidden from view of the affected host’s webmaster in nearly all circumstances.

Upon inspecting search results, we identified 7,000 websites that had been compromised in this manner between April 2010 and February 2011. One quarter of the top ten search results were observed to actively redirect to pharmacies, and another 15% of the top results were for sites that no longer redirected but had previously been compromised. We also found that legitimate health resources, including authorized pharmacies, were largely crowded out of the top results by search-redirection attacks and blog and forum spam promoting fake pharmacies.

We observed the median lifetime of infected websites to be 47 days, but that 16% of the websites remained infected at the end of our study. Furthermore, we found that websites on the .edu and .org TLDs are infected disproportionately more often and the infections persist for far longer than websites in other domains. The median lifetime of .edu infections was 113 days, for example.

Using estimates of the popularity of drug-related search terms and the payment-processing websites used by the pharmacies, we are able to derive a ballpark figure for the conversion rate of between 0.3% and 3.2%. Consequently, while email spam promoting pharmacies has attracted more attention, we conclude that the bulk of pharmaceutical sales are likely dominated by referrals from web search. This is not surprising, given that most people find it more natural to turn to their search engine of choice than to their spam folder when shopping online.

To those who aim to reduce unauthorized pharmaceutical sales, the implication is clear: more emphasis on combating transactions facilitated by web search is warranted. The existing public-private partnership initiated by the White House has so far focused on areas other than search-redirection attacks. Domain name registrars (led by GoDaddy) can shut down maliciously registered domains, while Google has focused on blocking advertisements (but not necessarily search results) from unauthorized pharmacies. Unfortunately, no single entity speaks for the many webmasters whose sites have unknowingly been recruited to drive traffic to illicit pharmacies.

We think that search engines can take a more active role, and indeed Google has begun issuing notices of suspected compromised websites in search results. However, this does not go nearly as far as the interstitial warnings that actively block visiting web servers that distribute malware. Furthermore, by examining the redirection chains from infected hosts to pharmacies, we have found that taking down a few key redirectors could disrupt the affiliate network promoting pharmacies.

In sum, we think that it is essential for any future countermeasures to involve important intermediaries such as web search engines, and to target malicious activity in the search results, not just their ads.

Entry filed under: Academic papers, Security economics, Web security

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