Virus Bulletin
Copyright © 2018 Virus Bulletin
In this test – which forms part of Virus Bulletin's continuously running security product test suite – 12 full email security solutions and eight blacklists of various kinds were assembled on the test bench to measure their performance against various streams of wanted, unwanted and malicious emails.
The news in these test reports tends to be good: email security products are an important first line of defence against the many email-borne threats and, especially against the bulk of opportunistic threats, they perform really well. The news in this report is no exception, with all 12 full solutions obtaining a VBSpam award and an impressive nine of them performing well enough to earn a VBSpam+ award.
Though the 'bulk' of the more than 300,000 spam emails in this test were non-malicious, more than 2,000 emails did contain a malicious attachment.
When it comes to their deceptive message, malicious spam emails haven't changed in years: they continue be the kinds of emails one might expect to receive from a previously unknown sender, with an attachment which seems important enough to open. Examples – all of which were seen in this test – include scanned faxes1, tax processing errors2 and due invoices3.
Emails that appear to contain due invoices are an example of a trend that has been seen for some time, where malicious Office documents are protected with a (very basic) password. However, as we have noted before, even if an anti-malware engine is not able to detect the attachment as malware, there are many other indicators that lead to most of these emails being blocked.
Apart from the 'usual suspects' (.doc, .pdf and .zip) in the attachment types seen, we also noted some less common attachment types, such as .iso and .arj – although these too have been seen before4,5. Again, though these unusual file types could result in the attachment not being detected as malware, there are other indicators that lead to most of these emails being blocked.
Indeed, only 34 of the emails with an attachment (less than two per cent) were missed by at least one full email security product in this test and each blocked at least 98.5 per cent of emails with a malicious attachment.
As described in the last VBSpam review, the test included some emails where the content of the emails themselves wasn't particularly spammy but where the recipient spam trap implied a not quite perfect operation by the sender. These are included in the test with a weight of 0.2 and reflect the all-too-common situation where, even with a supposedly 'perfect' spam filter, there are still many unwanted emails in one's inbox.
Performance in this test was good across the board, with catch rates for many products exceeding 99.9%. All participating full solutions achieved a VBSpam award with no fewer than nine performing well enough to earn a VBSpam+ award. You will find all details below, while for a historic overview of products' performance, we direct readers to our website: https://www.virusbulletin.com/testing/vbspam.
SC rate: 99.62%
FP rate: 0.04%
Final score: 99.42
Project Honey Pot SC rate: 99.78%
Abusix SC rate: 99.44%
Newsletters FP rate: 0.0%
Malware SC rate: 98.71%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.98%
FP rate: 0.00%
Final score: 99.96
Project Honey Pot SC rate: 100.00%
Abusix SC rate: 99.96%
Newsletters FP rate: 0.4%
Malware SC rate: 99.95%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.99%
FP rate: 0.00%
Final score: 99.99
Project Honey Pot SC rate: 100.00%
Abusix SC rate: 99.98%
Newsletters FP rate: 0.0%
Malware SC rate: 99.95%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.70%
FP rate: 0.04%
Final score: 99.44
Project Honey Pot SC rate: 99.65%
Abusix SC rate: 99.76%
Newsletters FP rate: 1.3%
Malware SC rate: 100.00%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.98%
FP rate: 0.00%
Final score: 99.98
Project Honey Pot SC rate: 100.00%
Abusix SC rate: 99.96%
Newsletters FP rate: 0.0%
Malware SC rate: 100.00%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.95%
FP rate: 0.00%
Final score: 99.95
Project Honey Pot SC rate: 99.98%
Abusix SC rate: 99.93%
Newsletters FP rate: 0.0%
Malware SC rate: 99.67%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.99%
FP rate: 0.00%
Final score: 99.99
Project Honey Pot SC rate: 100.00%
Abusix SC rate: 99.98%
Newsletters FP rate: 0.0%
Malware SC rate: 99.90%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.99%
FP rate: 0.00%
Final score: 99.99
Project Honey Pot SC rate: 100.00%
Abusix SC rate: 99.98%
Newsletters FP rate: 0.0%
Malware SC rate: 99.90%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.98%
FP rate: 0.00%
Final score: 99.92
Project Honey Pot SC rate: 100.00%
Abusix SC rate: 99.96%
Newsletters FP rate: 1.3%
Malware SC rate: 100.00%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.99%
FP rate: 0.00%
Final score: 99.91
Project Honey Pot SC rate: 99.99%
Abusix SC rate: 99.99%
Newsletters FP rate: 1.7%
Malware SC rate: 100.00%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.97%
FP rate: 0.00%
Final score: 99.89
Project Honey Pot SC rate: 99.99%
Abusix SC rate: 99.95%
Newsletters FP rate: 1.7%
Malware SC rate: 100.00%
Speed:
10% | 50% | 95% | 98% |
SC rate: 99.88%
FP rate: 0.08%
Final score: 99.34
Project Honey Pot SC rate: 99.95%
Abusix SC rate: 99.80%
Newsletters FP rate: 3.0%
Malware SC rate: 99.76%
Speed:
10% | 50% | 95% | 98% |
SC rate: 92.77%
FP rate: 0.00%
Final score: 92.77
Project Honey Pot SC rate: 90.89%
Abusix SC rate: 94.91%
Newsletters FP rate: 0.0%
Malware SC rate: 91.58%
SC rate: 88.04%
FP rate: 0.00%
Final score: 88.04
Project Honey Pot SC rate: 86.25%
Abusix SC rate: 90.07%
Newsletters FP rate: 0.0%
Malware SC rate: 91.58%
SC rate: 36.79%
FP rate: 0.00%
Final score: 36.79
Project Honey Pot SC rate: 26.87%
Abusix SC rate: 48.10%
Newsletters FP rate: 0.0%
Malware SC rate: 0.91%
SC rate: 25.14%
FP rate: 0.00%
Final score: 25.14
Project Honey Pot SC rate: 17.41%
Abusix SC rate: 33.96%
Newsletters FP rate: 0.0%
Malware SC rate: 6.17%
SC rate: 96.56%
FP rate: 0.00%
Final score: 96.56
Project Honey Pot SC rate: 96.77%
Abusix SC rate: 96.32%
Newsletters FP rate: 0.0%
Malware SC rate: 31.47%
SC rate: 97.31%
FP rate: 0.00%
Final score: 97.31
Project Honey Pot SC rate: 97.88%
Abusix SC rate: 96.66%
Newsletters FP rate: 0.0%
Malware SC rate: 31.52%
SC rate: 28.88%
FP rate: 0.02%
Final score: 28.77
Project Honey Pot SC rate: 17.74%
Abusix SC rate: 41.58%
Newsletters FP rate: 0.4%
Malware SC rate: 6.07%
SC rate: 99.02%
FP rate: 0.18%
Final score: 98.10
Project Honey Pot SC rate: 98.82%
Abusix SC rate: 99.25%
Newsletters FP rate: 2.2%
Malware SC rate: 99.00%
True negatives | False positives | FP rate | False negatives | True positives | SC rate | VBSpam | Final score | |
Axway | 4991 | 2 | 0.04% | 1233.0 | 324668.2 | 99.62% | 99.42 | |
Bitdefender | 4993 | 0 | 0.00% | 60.6 | 325840.6 | 99.98% | 99.96 | |
ESET | 4993 | 0 | 0.00% | 30.2 | 325871 | 99.99% | 99.99 | |
Forcepoint | 4991 | 2 | 0.04% | 975.6 | 324925.6 | 99.70% | 99.44 | |
FortiMail | 4993 | 0 | 0.00% | 65.0 | 325836.2 | 99.98% | 99.98 | |
IBM | 4993 | 0 | 0.00% | 150.2 | 325751 | 99.95% | 99.95 | |
Kaspersky for Exchange | 4993 | 0 | 0.00% | 30.4 | 325870.8 | 99.99% | 99.99 | |
Kaspersky LMS | 4993 | 0 | 0.00% | 28.4 | 325872.8 | 99.99% | 99.99 | |
Libra Esva | 4993 | 0 | 0.00% | 74.6 | 325826.6 | 99.98% | 99.92 | |
Safemail | 4993 | 0 | 0.00% | 33.4 | 325867.8 | 99.99% | 99.91 | |
Trustwave | 4993 | 0 | 0.00% | 91.8 | 325809.4 | 99.97% | 99.89 | |
ZEROSPAM | 4989 | 4 | 0.08% | 389.6 | 325511.6 | 99.88% | 99.34 | |
IBM X-Force Combined* | 4993 | 0 | 0.00% | 23572.8 | 302328.4 | 92.77% | N/A | 92.77 |
IBM X-Force IP* | 4993 | 0 | 0.00% | 38993.4 | 286907.8 | 88.04% | N/A | 88.04 |
IBM X-Force URL* | 4993 | 0 | 0.00% | 206008.0 | 119893.2 | 36.79% | N/A | 36.79 |
Spamhaus DBL* | 4993 | 0 | 0.00% | 243967.4 | 81933.8 | 25.14% | N/A | 25.14 |
Spamhaus ZEN* | 4993 | 0 | 0.00% | 11205.2 | 314696 | 96.56% | N/A | 96.56 |
Spamhaus ZEN+DBL* | 4993 | 0 | 0.00% | 8760.4 | 317140.8 | 97.31% | N/A | 97.31 |
URIBL* | 4992 | 1 | 0.02% | 231788.6 | 94112.6 | 28.88% | N/A | 28.77 |
Zetascan* | 4982 | 9 | 0.18% | 3183.2 | 322718 | 99.02% | N/A | 98.10 |
*The IBM X-Force, Spamhaus, URIBL and Zetascan products are partial solutions and their performance should not be compared with that of other products.
(Please refer to the text for full product names and details.)
Newsletters | Malware | Project Honey Pot | Abusix | STDev† | Speed | ||||||||
False positives | FP rate | False negatives | SC rate | False negatives | SC rate | False negatives | SC rate | 10% | 50% | 95% | 98% | ||
Axway | 0 | 0.0% | 27 | 98.71% | 374.2 | 99.78% | 858.8 | 99.44% | 1.18 | ||||
Bitdefender | 1 | 0.4% | 1 | 99.95% | 5 | 99.997% | 55.6 | 99.96% | 0.24 | ||||
ESET | 0 | 0.0% | 1 | 99.95% | 0.2 | 99.9999% | 30 | 99.98% | 0.22 | ||||
Forcepoint | 3 | 1.3% | 0 | 100.00% | 607 | 99.65% | 368.6 | 99.76% | 0.54 | ||||
FortiMail | 0 | 0.0% | 0 | 100.00% | 2.2 | 99.999% | 62.8 | 99.96% | 0.24 | ||||
IBM | 0 | 0.0% | 7 | 99.67% | 36.6 | 99.98% | 113.6 | 99.93% | 0.26 | ||||
Kaspersky for Exchange | 0 | 0.0% | 2 | 99.90% | 1.4 | 99.999% | 29 | 99.98% | 0.22 | ||||
Kaspersky LMS | 0 | 0.0% | 2 | 99.90% | 1.4 | 99.999% | 27 | 99.98% | 0.21 | ||||
Libra Esva | 3 | 1.3% | 0 | 100.00% | 6.6 | 99.996% | 68 | 99.96% | 0.25 | ||||
Safemail | 4 | 1.7% | 0 | 100.00% | 10.6 | 99.99% | 22.8 | 99.99% | 0.21 | ||||
Trustwave | 4 | 1.7% | 0 | 100.00% | 17.6 | 99.99% | 74.2 | 99.95% | 0.24 | ||||
ZEROSPAM | 7 | 3.0% | 5 | 99.76% | 81.2 | 99.95% | 308.4 | 99.80% | 0.53 | ||||
IBM X-Force Combined* | 0 | 0.0% | 176 | 91.58% | 15814.4 | 90.89% | 7758.4 | 94.91% | 13.62 | N/A | N/A | N/A | N/A |
IBM X-Force IP* | 0 | 0.0% | 176 | 91.58% | 23876.4 | 86.25% | 15117 | 90.07% | 20.02 | N/A | N/A | N/A | N/A |
IBM X-Force URL* | 0 | 0.0% | 2072 | 0.91% | 126969.2 | 26.87% | 79038.8 | 48.10% | 19.58 | N/A | N/A | N/A | N/A |
Spamhaus DBL* | 0 | 0.0% | 1962 | 6.17% | 143402.2 | 17.41% | 100565.2 | 33.96% | 21.98 | N/A | N/A | N/A | N/A |
Spamhaus ZEN* | 0 | 0.0% | 1433 | 31.47% | 56030.2 | 96.77% | 5602 | 96.32% | 4.22 | N/A | N/A | N/A | N/A |
Spamhaus ZEN+DBL* | 0 | 0.0% | 1432 | 31.52% | 3676.2 | 97.88% | 5084.2 | 96.66% | 3.46 | N/A | N/A | N/A | N/A |
URIBL* | 1 | 0.4% | 1964 | 6.07% | 142827.2 | 17.74% | 88961.4 | 41.58% | 22.45 | N/A | N/A | N/A | N/A |
Zetascan* | 5 | 2.2% | 21 | 99.00% | 2042.2 | 98.82% | 1141 | 99.25% | 1.58 | N/A | N/A | N/A | N/A |
*The Spamhaus products, IBM X-Force and URIBL are partial solutions and their performance should not be compared with that of other products. None of the queries to the IP blacklists included any information on the attachments; hence their performance on the malware corpus is added purely for information.
†The standard deviation of a product is calculated using the set of its hourly spam catch rates.
0-30 seconds | 30 seconds to two minutes | two minutes to 10 minutes | more than 10 minutes |
(Please refer to the text for full product names.)
Hosted solutions | Anti-malware | IPv6 | DKIM | SPF | DMARC | Multiple MX-records | Multiple locations |
Forcepoint | Forcepoint Advanced Malware Detection | √ | √ | √ | √ | √ | |
Safemail | ClamAV; proprietary | √ | √ | √ | √ | √ | √ |
ZEROSPAM | ClamAV | √ | √ | √ |
(Please refer to the text for full product names.)
Local solutions | Anti-malware | IPv6 | DKIM | SPF | DMARC | Interface | |||
CLI | GUI | Web GUI | API | ||||||
Axway MailGate | Kaspersky, McAfee | √ | √ | √ | √ | ||||
Bitdefender | Bitdefender | √ | √ | √ | √ | ||||
ESET | ESET Threatsense | √ | √ | √ | √ | √ | √ | ||
FortiMail | Fortinet | √ | √ | √ | √ | √ | √ | √ | |
IBM | Sophos; IBM Remote Malware Detection | √ | √ | √ | |||||
Kaspersky for Exchange | Kaspersky Lab | √ | √ | √ | √ | ||||
Kaspersky LMS | Kaspersky Lab | √ | √ | √ | √ | √ | |||
Libra Esva | ClamAV; others optional | √ | √ | √ | √ | ||||
Trustwave | Support for multiple third-party engines | √ | √ | √ | √ | √ | √ | √ | √ |
(Please refer to the text for full product names.)
Products ranked by final score | |
Kaspersky LMS | 99.99 |
ESET | 99.99 |
Kaspersky for Exchange | 99.99 |
FortiMail | 99.98 |
Bitdefender | 99.96 |
IBM | 99.95 |
Libra Esva | 99.92 |
Safemail | 99.91 |
Trustwave | 99.89 |
Forcepoint | 99.44 |
Axway | 99.42 |
ZEROSPAM | 99.34 |
(Please refer to the text for full product names.)
(Please refer to the text for full product names.)
The full VBSpam test methodology can be found at https://www.virusbulletin.com/testing/vbspam/vbspam-methodology/.
The test ran for 16 days, from 12am on 11 August to 12am on 27 August 2018.
The test corpus consisted of 331,231 emails. 326,006 of these were spam, 173,634 of which were provided by Project Honey Pot, with the remaining 152,372 spam emails provided by Abusix. There were 4,993 legitimate emails ('ham') and 232 newsletters.
141 emails in the spam corpus were considered 'unwanted' (emails contained in the spam feed that appeared legitimate in terms of both content and sender) and were included with a weight of 0.2; this explains the non-integer numbers in some of the tables.
Moreover, 2,091 emails from the spam corpus were found to contain a malicious attachment; though we report separate performance metrics on this corpus, it should be noted that these emails were also counted as part of the spam corpus.
Emails were sent to the products in real time and in parallel. Though products received the email from a fixed IP address, all products had been set up to read the original sender's IP address as well as the EHLO/HELO domain sent during the SMTP transaction, either from the email headers or through an optional XCLIENT SMTP command6. Consequently, products were able to filter email in an environment that was very close to one in which they would be deployed in the real world.
For those products running in our lab, we ran them as virtual machines on a VMware ESXi cluster. As different products have different hardware requirements – not to mention those running on their own hardware, or those running in the cloud – there is little point comparing the memory, processing power or hardware the products were provided with; we followed the developers' requirements and note that the amount of email we receive is representative of that received by a small organization.
Although we stress that different customers have different needs and priorities, and thus different preferences when it comes to the ideal ratio of false positives to false negatives, we created a one-dimensional 'final score' to compare products. This is defined as the spam catch (SC) rate minus five times the weighted false positive (WFP) rate. The WFP rate is defined as the false positive rate of the ham and newsletter corpora taken together, with emails from the latter corpus having a weight of 0.2:
WFP rate = (#false positives + 0.2 * min(#newsletter false positives , 0.2 * #newsletters)) / (#ham + 0.2 * #newsletters)
While in the spam catch rate (SC), emails considered 'unwanted' (see above) are included with a weight of 0.2.
The final score is then defined as:
Final score = SC - (5 x WFP)
In addition, for each product, we measure how long it takes to deliver emails from the ham corpus (excluding false positives) and, after ordering these emails by this time, we colour-code the emails at the 10th, 50th, 95th and 98th percentiles:
(green) = up to 30 seconds | |
(yellow) = 30 seconds to two minutes | |
(orange) = two to ten minutes | |
(red) = more than ten minutes |
Products earn VBSpam certification if the value of the final score is at least 98 and the 'delivery speed colours' at 10 and 50 per cent are green or yellow and that at 95 per cent is green, yellow or orange.
Meanwhile, products that combine a spam catch rate of 99.5% or higher with a lack of false positives, no more than 2.5% false positives among the newsletters and 'delivery speed colours' of green at 10 and 50 per cent and green or yellow at 95 and 98 per cent earn a VBSpam+ award.
1 https://myonlinesecurity.co.uk/fake-scanned-from-a-xerox-multifunction-printer-delivers-trickbot/.
2 https://myonlinesecurity.co.uk/fake-hmrc-submission-5dw8-f36n-mg2a-9hj-not-processed-delivers-trickbot/.
3 https://www.malware-traffic-analysis.net/2018/08/21/index2.html.
4 https://isc.sans.edu/diary/rss/22636.
5 https://blog.dynamoo.com/2014/09/overdue-invoice-6767390-spam-has.html.