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May 27th, 2009

The Web's most dangerous keywords to search for

Posted by Dancho Danchev @ 4:50 pm

Categories: Browsers, Hackers, Malware, McAfee, Research

Tags: Search Engine Optimization, Web, Cybercriminal, Keyword, Search, Marketing Research, Marketing, Dancho Danchev

Which is the most dangerous keyword to search for using public search engines these days? It’s “screensavers” with a maximum risk of 59.1 percent, according to McAfee’s recently released report “The Web’s Most Dangerous Search Terms“.

Upon searching for 2,658 unique popular keywords and phrases across 413,368 unique URLs, McAfee’s research concludes that lyrics and anything that includes ‘free” has the highest risk percentage of exposing users to malware and fraudulent web sites. The research further states that the category with the safest risk profile are health-related search terms.

Here are more findings:

  • The categories with the worst maximum risk profile were lyrics keywords (26.3%) and phrases that include the word “free” (21.3%). If a consumer landed at the riskiest search page for a typical lyrics search, one of four results would be risky
  • The categories with the worst average risk profile were also lyrics sites (5.1%) and “free” sites (7.3%)
  • The categories with the safest risk profile were health-related search terms and searches concerning the recent economic crisis. The maximum risk on a single page of queries on the economy was 3.5% and only 0.5% risky across all results. Similarly, even the worst page for health queries had just 4.0% risky sites and just 0.4% risk overall

This isn’t the first time McAfee is attempting to assess the risk percentage of particular search terms, as the company did similar studies in 2006 and 2007. And whereas the research attempts to raise awareness on malicious practices applied by cybercriminals, it also has the potential to leave a lot of people with a false feeling of security since it’s basically scratching the surface of a very dynamic problem.

With cybecriminals anticipating the dynamic nature of Web 2.0, they too, adapt dynamically to the changing environment. In the context of blackhat SEO, like true marketers they apply basic mass marketing keyword practices, which may get wrongly interpreted as the use of particular keywords only.

In reality, mass marketing from blackhat SEO perspective means a very diverse set of topics usually consisting of hundreds of thousands of syndicated news/video/blog titles aggregated over a recent period of time, all operated by the same group. Therefore, the search term “screensavers” or any related phrases is among the hundreds of thousands of others part of a single malware campaign.

In October, 2008, cybercriminals taking advantage of blackhat SEO for malicious purposes, started syndicating popular Google Trends keywords in real-time in order to occupy the top ten search results with hundreds of automatically registered Windows Live Spaces serving Zlob variants as fake codecs back then. This dynamic approach not only undermines any static lists of “most dangerous keywords to search for”, but also, tipped more cybercriminals on the basics of event-based blackhat SEO campaigns serving malware.

For instance, in an attempt to hijack the anticipated traffic of people searching for the Twitter XSS worm StalkDaily/Mikeyy, blackhat SEO campaigns using related keywords started appearing in public search engines serving scareware. At least that’s what appeared at the first place, since a much more in-depth research revealed that the Mikeyy keywords are part of a diverse blackhat SEO farm. The same Ukrainian group took advantage of the swine flu buzz and launched another blackhat SEO campaign earlier this month, again consisting of swine flu related keywords in between the diverse set of topics that they’ve generated on the hundreds of domains participating.

Furthermore, taking into consideration the fact that nowadays legitimate and compromised web sites serve more exploits and malware than the purely malicious ones (77% of Websites that carry malicious code are legitimate sites; Thousands of legitimate sites SQL injected to serve IE exploit; Over 1.5 million pages affected by the recent SQL injection attacks; Gumblar - approximately 17,000 compromised sites), a compromised web site’s index would undermine any such static lists of dangerous keywords to search for based on the diverse content that it’s providing.

So, which is the most dangerous keyword to search for on the Web? That’s a variable which cybercriminals play with at any moment.

Dancho DanchevDancho Danchev is an independent security consultant and cyber threats analyst, with extensive experience in open source intelligence gathering, malware and cybercrime incident response. He's been an active security blogger since 2007, and maintains a popular security blog. See his full profile and disclosure of his industry affiliations.

Email Dancho Danchev

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  • Talkback
  • Most Recent of 114 Talkback(s)
Link scanner is probably right...
90% of the screensavers online are probably infected, or at least have pesky grayware in them!

Since they've more or less become redundant,with LCD use, the legit ones have ducked out.... (Read the rest)
Posted by: JCitizen Posted on: 01/03/10 You are currently: a Guest | | Terms of Use
Have they tried "Free porns" ???? [nt]  Dealing | 05/27/09
click here  magallanes | 06/01/09
RE: The Web's most dangerous keywords to search for  gertruded | 05/27/09
Not true  soonerproud | 05/28/09
FUD again  gertruded | 05/28/09
Another Linux shill bites the dust...  wolf_z | 05/28/09
Shill?  lestertrad@... | 05/28/09
Au contraire  cdmsr | 05/28/09
AVG no longer supports Windows 98.  CodeCurmudgeon | 05/28/09
Re: AVG no longer supports Windows 98  MooMooMooMooMoo | 05/28/09
There are other free AV's out there  dhays | 05/28/09
Very few free AVs  Greenknight_z | 05/29/09
Avast is about all...  JCitizen | 05/30/09
If your parents are retired...  914four | 05/28/09
Ha, you think AV protects you ?  Alan Smithie | 05/28/09
Of course not  CodeCurmudgeon | 05/28/09
Another Winbloze fanboy eats crow...  Wintel BSOD | 05/28/09
Not a bad post for someone with no clue.  joe.smetona@... | 05/29/09
psybot  Loverock Davidson | 05/28/09
re:psybot  zdneter0000 | 05/28/09
It does leave SSH on  LiquidLearner | 05/28/09
You need a new nym.  kozmcrae | 05/28/09
Lovey doesn't care...  914four | 05/28/09
Heh...There's a fly in my soup!  apostate | 05/28/09
MIPS routers only muppet  Alan Smithie | 05/28/09
Excuse me  CodeCurmudgeon | 05/28/09
"linux doesn't have antivirus software"  bcwise | 05/28/09
There are others as well  kimvette | 05/28/09
OSX...  JCitizen | 05/28/09
"blew your whole argument out of the water"  kozmcrae | 05/28/09
Free software to the rescue!  kimvette | 05/28/09
The Telnet port  anothercanuck | 05/28/09
The Web's most dangerous keywords to search for  interested_amateur@... | 05/29/09
as a Mac user  gkrwc | 06/01/09
?  paladin2 | 08/28/09
Obviously you have never used Linux  Alan Smithie | 05/28/09
He didn't.  Erroneous | 05/28/09
Implication by succeeding sentences  Alan Smithie | 05/28/09
There was no implication.  Erroneous | 05/28/09
Yes he did  Wintel BSOD | 05/28/09
@Anything  Erroneous | 05/28/09
That was the second sentence...  Wintel BSOD | 05/28/09
He mentioned both....  Erroneous | 05/28/09
Had there been no mention of Linux...  Wintel BSOD | 05/29/09
It is true that...  arminw | 05/28/09
True but not true.  Bruizer | 06/02/09
Hmmm...  fewiii | 05/28/09
Do you understand English?  dbisse@... | 05/28/09
seriously, a suggestion?  paladin2 | 08/28/09
This is Windows only malware!  whisperycat | 05/28/09
Perhaps because...  wolf_z | 05/28/09
The caffeine jangles are no excuse Mr Wolf  whisperycat | 05/28/09
Google is a bad example.  Erroneous | 05/28/09
live.com?  dkocmoud | 05/28/09
Microsoft's idea of "Cloud Computing" is a joke...  914four | 05/28/09
Mr. Wolf should also know...  Wintel BSOD | 05/28/09
Question everything, including motives.  gertruded | 05/28/09
Why do you think they pay shills to come on here?  Wintel BSOD | 05/29/09
"Linux--can't *give* it away."  kozmcrae | 05/28/09
because  Loverock Davidson | 05/28/09
lol!  pgit | 05/28/09
Your first mistake..  Erroneous | 05/28/09
closed  mrdt | 05/28/09
LsD tries to slide one by.  kozmcrae | 05/28/09
Yawn.  GuidingLight | 05/28/09
no it's not windows only, linux is being directly attacked thru  brokndodge@... | 05/31/09
What is the blog about, again??  LiLac22281 | 05/28/09
What is the blog about, again??  ghall@... | 05/28/09
ZDNet has become the butt of many jokes...  JCitizen | 05/28/09
Yes it does  Wintel BSOD | 05/28/09
No it doesn't  NStalnecker | 05/29/09
Yes it does  Wintel BSOD | 05/29/09
I do as well...  NStalnecker | 05/30/09
I'll be looking forward to using Windows 7  Wintel BSOD | 05/31/09
RE: The Web's most dangerous keywords to search for  sqdldrfanbarnone@... | 05/28/09
Suprized "clipart" was not there...  Narg | 05/28/09
RE: The Web's most dangerous keywords to search for  JCHarski | 05/28/09
Ok, it's not a screen SAVER any more...  JCanaday@... | 05/28/09
how 'bout "interlude?" =)  pgit | 05/29/09
Shiiit, that's funny  Graham Ellison | 05/28/09
GEEEEZZZZE!  JCHarski | 06/03/09
RE: The Web's most dangerous keywords to search for  SysAdminII | 05/28/09
No he's got another  Bleaklady@... | 05/29/09
RE: The Web's most dangerous keywords to search for  Davdz | 05/28/09
You misread the report; the whole first paragraph is wrong  erikswanson | 05/28/09
No adult terms?  erikswanson | 05/28/09
RE: The Web's most dangerous keywords to search for  BobinAtlanta | 05/28/09
So?  Wintel BSOD | 05/28/09
Or they could just....  Erroneous | 05/28/09
Nananananananananana  GuidingLight | 05/28/09
And?  Wintel BSOD | 05/29/09
If Mac and linux  gertruded | 05/28/09
If ZDNet says it enough?..  JCitizen | 05/28/09
Funny  Gradius2 | 05/28/09
RE: The Web's most dangerous keywords to search for  izzy_again | 05/28/09
ts been disappointing  gertruded | 05/28/09
The Web's most dangerous keywords to search for  interested_amateur@... | 05/29/09
RE: The Web's most dangerous keywords to search for  lightweight toolbar | 05/28/09
RE: The Web's most dangerous keywords to search for  rpmtl22 | 05/28/09
RE: The Web's most dangerous keywords to search for  qdunder | 05/29/09
RE: The Web's most dangerous keywords to search for  RTTECH82 | 05/29/09
Aren't you guys tired of this Windows V. Linux crap?  NStalnecker | 05/29/09
how about everything vs. OpenVMS?  Opcom_ | 05/31/09
"Win", "Congratulations" & "Free"  Brother Martin de Porres | 05/30/09
Spam filter keyword  madmike13 | 06/04/09
Keywords  LadyGray | 06/01/09
Web of Trust  mark16_15@... | 06/02/09
WOT ratings  hezekiah613 | 06/16/09
RE: The Web's most dangerous keywords to search for  aginnsz | 06/02/09
Note:  aginnsz | 06/03/09
Will Advertizers realize that clicking an a link does NOT mean site visits.  No More Microsoft Software Ever! | 06/26/09
Relevence?  epcraig | 06/27/09
Well now I am confused!  Rodo1 | 01/02/10
Link scanner is probably right...  JCitizen | 01/03/10

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