Sensor Intel SeriesApr 25, 2023

Sensor Intel Series: Top CVEs in March 2023

Some IoT vulnerabilities, some Microsoft Exchange vulnerabilities, but not too much going on in March.

4 min read

The Sensor Intel Series is created in partnership with Efflux, who maintains a globally distributed network of sensors from which we derive attack telemetry.

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Here we are in April 2023, which gives us another opportunity to see what vulnerabilities attackers were most interested in last month. After receiving a huge amount of attacker attention from November 2022 to February 2023, CVE-2020-8958 has returned to volumes of traffic more consistent with what we’d come to expect over the last year or so. However, it still remained the top targeted CVE in our list, with more than double the number of scan or exploit attempts of the next most frequent vulnerability, CVE-2022-22947. We’ll also explore the dramatic decline in traffic targeting CVE-2020-25078, as well as a preponderance of Microsoft CVEs in the top ten for March. Let’s jump into the data.

March Vulnerabilities by the Numbers

Figure 1 shows the top ten vulnerabilities and their traffic for March. CVE-2020-8958 is still sitting at the top, though at a smaller volume than in some recent months. Below that we see a few old regulars, such as CVE-2017-9841. However, we also note that 3 of the top 10, or really 4 of the top 11, are Microsoft Exchange vulnerabilities: CVE-2020-0688, CVE-2020-28481, CVE-2021-34473, and CVE-2022-41040. Note that CVE-2021-34473 and CVE-2022-41040 are lumped together here because they are difficult to differentiate with data from passive sensors. They target the same request URI, and have similar HTTP parameters, but one requires prior authentication and and one does not.

In any case, even though none of these Exchange CVEs is dominating the landscape on its own, collectively they appear to represent an uptick in focus on Microsoft in general and Exchange remote code execution (RCE) vulns in particular.

Figure 1. Top ten vulnerabilities by traffic volume in March 2023. CVE-2020-8958 took the top spot again, but more notable were the 85% decline in 2020-25078 from February, as well as the existence of 3 Microsoft vulnerabilities in the top 10.

Table 1 shows traffic volumes for all vulnerabilities that we’re tracking, along with change from the previous month.

CVE Number Count Change
CVE-2020-8958 4181 -3428
CVE-2022-22947 1669 187
CVE-2017-9841 1582 -401
2018 JAWS Web Server Vuln 1165 -523
CVE-2020-0688 1062 -388
CVE-2021-28481 864 480
CVE-2018-10561 791 -144
CVE-2022-41040/CVE-2021-34473 711 -562
CVE-2021-3129 538 51
CVE-2020-25078 523 -3067
CVE-2019-9082 513 71
CVE-2018-13379 370 -160
NETGEAR-MOZI 356 62
CVE-2021-44228 351 245
CVE-2013-6397 251 63
CVE-2021-26086 224 -124
CVE-2020-15505 220 1
Citrix XML Buffer Overflow 215 -65
CVE-2014-2908 211 -79
CVE-2021-40539 206 -114
CVE-2017-1000226 159 -152
CVE-2017-18368 139 -140
CVE-2019-18935 114 -129
CVE-2021-22986 41 -9
CVE-2022-40684 65 -136
CVE-2021-26084 57 -9
CVE-2022-22965 39 26
CVE-2022-1388 27 20
CVE-2020-25506 20 10
CVE-2021-33564 18 10
CVE-2019-12725 17 -164
CVE-2021-21985 16 -6
CVE-2021-41277 14 -13
CVE-2019-9670 13 -50
CVE-2020-3452 13 2
CVE-2020-17506 11 6
CVE-2020-28188 10 8
CVE-2021-25369 10 5
CVE-2008-2052 8 8
CVE-2020-13167 8 2
CVE-2020-9757 8 -9
CVE-2021-29203 8 4
CVE-2021-33357 7 3
CVE-2020-17505 6 2
CVE-2021-20167 6 2
CVE-2021-3577 6 3
CVE-2020-7796 4 2
CVE-2008-6668 3 1
CVE-2017-0929 3 1
CVE-2017-9506 3 3
CVE-2018-1000600 2 0
CVE-2018-18775 2 2
CVE-2021-21315 2 0
CVE-2018-7600 1 -3
CVE-2007-3010 0 0
CVE-2014-8379 0 0
CVE-2015-3897 0 0
CVE-2018-17246 0 0
CVE-2018-7700 0 0
CVE-2019-8982 0 0
CVE-2021-26855 0 0
CVE-2022-1040 0 0

Table 1. CVE targeting volumes for March, along with change from February. Note the 85% drop in traffic targeting CVE-2020-25078.

Targeting Trends

To better understand how March contrasts with previous months, Figure 2 shows a bump plot of targeting frequency. To avoid overplotting, this shows thirteen CVEs which together constitute the top five for each of the twelve months. While some other views of the data might be more useful for assessing a single vulnerability, this plot is particularly useful for understanding how dynamic this targeting landscape is, and how much our traffic changes from month to month.

Figure 2. Evolution of vulnerability targeting in the last twelve months. Note the decline in CVE-2020-25078, dropping it from second rank in February to tenth in March.
Figure 2. Evolution of vulnerability targeting in the last twelve months. Note the decline in CVE-2020-25078, dropping it from second rank in February to tenth in March.

Long Term Trends

Figure 3 shows traffic volume over the past year for all of the CVEs we track. After we noted the dramatic rise in CVE-2020-25078’s traffic last month, it is interesting to see it decline again precipitously. In this view, the prominent positions of the aforementioned four Microsoft vulnerabilities (CVE-2020-0688, CVE-2021-28481, CVE-2021-34473, and CVE-2022-41040, all in the upper right corner of the plot) look more as though they are due to the decline in other high-frequency vulnerabilities, and less due to their own growth, which has been negative except for CVE-2021-28481.

Figure 3. Traffic volume by vulnerability. After growing dramatically between January and February, CVE-2020-25078 declined back to a more baseline amount of traffic.
Figure 3. Traffic volume by vulnerability. After growing dramatically between January and February, CVE-2020-25078 declined back to a more baseline amount of traffic.

Conclusions

On the one hand, it is interesting to note the prominence of these Microsoft Exchange RCEs and speculate that perhaps the headline-grabbing CVE-2023-23397, which was published March 14, 2023, drew more attention to other Exchange vulnerabilities that had already been around for some time. However, three of the four mentioned Microsoft vulnerabilities only grew in rank due to the subsidence of other vulnerabilities, and the final Microsoft vulnerability among our signatures was not targeted at all in our data in March. So, as always, we are mostly left to speculate as to which vulnerabilities attackers will focus on in April. Until then.

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About the authors

Malcolm Heath

Malcolm Heath

Principal Cybersecurity Threat Researcher | F5

Malcolm Heath is the Principal Threat Researcher with F5 Labs. His career has included incident response, program management, penetration testing, code auditing, vulnerability research, and exploit development at companies both very large and very small. Prior to joining F5 Labs, he was a Senior Security Engineer with the F5 SIRT.

More research by Malcolm Heath
Sander Vinberg

Sander Vinberg

Threat Research Evangelist, F5 Labs | F5

Sander Vinberg is a Threat Research Evangelist for F5 Labs. As the lead researcher on the Application Protection Research Series, he specializes in the evolution of the threat landscape over the long term. He holds a master’s degree from the University of Washington in Information Management, as well as bachelor’s degrees in History and African and African-American Studies from the University of Chicago.

More research by Sander Vinberg