Botnets Can Trample Most Anti-Virus Programs
According to FireEye chief scientist Stuart Staniford, detection rates are so poor that, on average, only around 40 percent of security software can detect binaries during the period of greatest infectivity and danger, namely the first few days after a particular variant starts being used by botnet builders.
In a detailed blog, he describes how he uploaded a sample of 217 binaries culled from FireEye appliances in customer premises between September and November to the independent VirusTotal test website. This runs 36 anti-virus programs -- a representative sample of the security programs used by businesses and individuals -- giving researchers access to data on get statistics on how many malware binaries have already been uploaded to the site by other researchers, when they were uploaded and how many were detected by each program.
Roughly half of the binaries picked up by FireEye were unknown to VirusTotal, a result indicative of the core problem of detecting botnet malware -- speed.
Because malware often uses 'polymorphism' -- programs are constantly changed very slightly to evade binary pattern detection -- the problem of detecting and blocking malware quickly is huge. According to Staniford, this makes it important that anti-virus programs can spot malware in the first week of its use.
"The sample is likely to get discarded by the bad guys pretty soon after that," he notes.
During the first three days after initial detection by FireEye, only four in ten anti-virus programs could spot the offending code, which suggests that many bots would evade security software during attacks on real PCs in they happened during this same period.
"The conclusion is that AV works better and better on old stuff -- by the time something has been out for a couple of months, and is still in use, it's likely that 70-80 percent of products will detect it," says Staniford.
FireEye's appliances can be seen as an 'early warning' system because of the way they use behavioural analysis to spot malware in real time, in some cases days or weeks before a program has been formally identified and documented by security companies. By the time it has been spotted and a signature rolled out to anti-virus databases, however, it might already be too late.
Equally, many prominent security vendors will use similar techniques to spot malware as quickly as possible, making it surprising that so many anti-virus programs failed to spot FireEye's sample binaries. The reason might simply be the vast number of samples that appear in any given period.
What nobody doubts is the importance of botnets to the spread of malware and spam, as evidenced by the recent takedown of a US hosting company McColo, which had been accused of hosting botnet controllers. In the hours after the hoster's demise, spam levels were reported to have plummeted dramatically.