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Kenna Research

A Decade of Insights

We’ve been at this a long time,
and you could say we’ve seen a thing or two …

In honor of Kenna Security’s 10th anniversary 🎉 we’ve been taking a look back at the security landscape over the past decade — how it has evolved, what has stayed the same, hits, misses, and everything in between.

Here we take a high level look at how the vulnerability universe has evolved since 2011. For a much closer look at the data-driven trends behind Kenna Security’s philosophy of Risk Based Vulnerability Management, we invite you to take a look at our six volume Prioritization to Prediction series of whitepapers.

This analysis combines primary data from the National Vulnerability Database (2011 to present) with some of our own catalogs of publicly-available exploits, logged exploitation events, and in-house analytical and predictive models.

Let’s dive in!



The Dataset



101,971
vulnerabilities →

thousands
of exploits →

millions
of exploit events →

283,977
products →

Findings



The number of CVEs disclosed has increased significantly in the last decade

The number of new CVEs published annually has increased over three-fold since 2011. This trend has accelerated since the expansion of the CVE Numbering Authority program in the last few years.

...yet the proportion of distinct vulnerabilities exploited is falling...

Although the known universe of vulnerabilities is exploding, an increasingly small number of those vulnerabilities result in actual breaches. Focusing your remediation efforts on high-impact mitigations has never been more important.

Even for critical vulnerabilities, exploitation is relatively uncommon

We may choose to focus only on the most critical vulnerabilities, based on the CVSS severity score. Yet even in this group, we have only seen evidence of breach activity for about two percent of CVEs.

Operating System level flaws account for an increasing proportion of high risk vulnerabilities

High and critical CVSS severity vulnerabilities grouped by CPE platform type.

Microsoft remains a constant with a subtle shift towards services infrastructure and open source components

Here we see how high CVSS severity vulnerabilities have been distributed across the top ten vendors over time.

The “Hazardous Hundreds”

The Kenna risk scoring algorithm assigns a score of 100 to those vulnerabilities that carry the highest risk. We have seen fewer and fewer of these each year, especially on a relative basis to the entire vulnerability universe.



Below is a sample of the “worst of the worst” we've seen since launching Kenna a decade ago. Each of these vulnerabilities was scored 100, and was observed frequently in the wild.

2011

CVE-2011-2404
A certain ActiveX control in HPTicketMgr.dll in HP Easy Printer Care Software 2.5 and earlier allows remote attackers to download an arbitrary program onto a client machine, and execute this program, via unspecified vectors, a different vulnerability than CVE-2011-4786 and CVE-2011-4787.
CVE-2011-4786
A certain ActiveX control in HPTicketMgr.dll in HP Easy Printer Care Software 2.5 and earlier allows remote attackers to download an arbitrary program onto a client machine, and execute this program, via unspecified vectors, a different vulnerability than CVE-2011-2404 and CVE-2011-4787.

2012

CVE-2012-1876
demonstrated by VUPEN during a Pwn2Own competition at CanSecWest 2012 - Microsoft Internet Explorer 6 through 9, and 10 Consumer Preview, does not properly handle objects in memory, which allows remote attackers to execute arbitrary code by attempting to access a nonexistent object, leading to a heap-based buffer overflow, aka "Col Element Remote Code Execution Vulnerability," as demonstrated by VUPEN during a Pwn2Own competition at CanSecWest 2012.

2013

CVE-2013-3906
as demonstrated by an image in a Word document, and exploited in the wild in October and November 2013 - GDI+ in Microsoft Windows Vista SP2 and Server 2008 SP2; Office 2003 SP3, 2007 SP3, and 2010 SP1 and SP2; Office Compatibility Pack SP3; and Lync 2010, 2010 Attendee, 2013, and Basic 2013 allows remote attackers to execute arbitrary code via a crafted TIFF image, as demonstrated by an image in a Word document, and exploited in the wild in October and November 2013.

2014

CVE-2014-4114
exploited in the wild with a "Sandworm" attack in June through October 2014 - Microsoft Windows Vista SP2, Windows Server 2008 SP2 and R2 SP1, Windows 7 SP1, Windows 8, Windows 8.1, Windows Server 2012 Gold and R2, and Windows RT Gold and 8.1 allow remote attackers to execute arbitrary code via a crafted OLE object in an Office document, as exploited in the wild with a "Sandworm" attack in June through October 2014, aka "Windows OLE Remote Code Execution Vulnerability."
CVE-2014-6271
ShellShock - GNU Bash through 4.3 processes trailing strings after function definitions in the values of environment variables, which allows remote attackers to execute arbitrary code via a crafted environment, as demonstrated by vectors involving the ForceCommand feature in OpenSSH sshd, the mod_cgi and mod_cgid modules in the Apache HTTP Server, scripts executed by unspecified DHCP clients, and other situations in which setting the environment occurs across a privilege boundary from Bash execution, aka "ShellShock." NOTE: the original fix for this issue was incorrect; CVE-2014-7169 has been assigned to cover the vulnerability that is still present after the incorrect fix.

2015

CVE-2015-7755
Juniper ScreenOS 6.2.0r15 through 6.2.0r18, 6.3.0r12 before 6.3.0r12b, 6.3.0r13 before 6.3.0r13b, 6.3.0r14 before 6.3.0r14b, 6.3.0r15 before 6.3.0r15b, 6.3.0r16 before 6.3.0r16b, 6.3.0r17 before 6.3.0r17b, 6.3.0r18 before 6.3.0r18b, 6.3.0r19 before 6.3.0r19b, and 6.3.0r20 before 6.3.0r21 allows remote attackers to obtain administrative access by entering an unspecified password during a (1) SSH or (2) TELNET session.

2016

CVE-2016-10372
The Eir D1000 modem does not properly restrict the TR-064 protocol, which allows remote attackers to execute arbitrary commands via TCP port 7547, as demonstrated by opening WAN access to TCP port 80, retrieving the login password (which defaults to the Wi-Fi password), and using the NewNTPServer feature.
CVE-2016-2776
buffer.c in named in ISC BIND 9 before 9.9.9-P3, 9.10.x before 9.10.4-P3, and 9.11.x before 9.11.0rc3 does not properly construct responses, which allows remote attackers to cause a denial of service (assertion failure and daemon exit) via a crafted query.

2017

CVE-2017-0144
Petya - The SMBv1 server in Microsoft Windows Vista SP2; Windows Server 2008 SP2 and R2 SP1; Windows 7 SP1; Windows 8.1; Windows Server 2012 Gold and R2; Windows RT 8.1; and Windows 10 Gold, 1511, and 1607; and Windows Server 2016 allows remote attackers to execute arbitrary code via crafted packets, aka "Windows SMB Remote Code Execution Vulnerability." This vulnerability is different from those described in CVE-2017-0143, CVE-2017-0145, CVE-2017-0146, and CVE-2017-0148.
CVE-2017-5638
The Jakarta Multipart parser in Apache Struts 2 2.3.x before 2.3.32 and 2.5.x before 2.5.10.1 has incorrect exception handling and error-message generation during file-upload attempts, which allows remote attackers to execute arbitrary commands via a crafted Content-Type, Content-Disposition, or Content-Length HTTP header, as exploited in the wild in March 2017 with a Content-Type header containing a #cmd= string.

2018

CVE-2018-1000861
A code execution vulnerability exists in the Stapler web framework used by Jenkins 2.153 and earlier, LTS 2.138.3 and earlier in stapler/core/src/main/java/org/kohsuke/stapler/MetaClass.java that allows attackers to invoke some methods on Java objects by accessing crafted URLs that were not intended to be invoked this way.
CVE-2018-10933
A vulnerability was found in libssh's server-side state machine before versions 0.7.6 and 0.8.4. A malicious client could create channels without first performing authentication, resulting in unauthorized access.
CVE-2018-7602
A remote code execution vulnerability exists within multiple subsystems of Drupal 7.x and 8.x. This potentially allows attackers to exploit multiple attack vectors on a Drupal site, which could result in the site being compromised. This vulnerability is related to Drupal core - Highly critical - Remote Code Execution - SA-CORE-2018-002. Both SA-CORE-2018-002 and this vulnerability are being exploited in the wild.
CVE-2018-7600
Drupal before 7.58, 8.x before 8.3.9, 8.4.x before 8.4.6, and 8.5.x before 8.5.1 allows remote attackers to execute arbitrary code because of an issue affecting multiple subsystems with default or common module configurations.
CVE-2018-9206
Unauthenticated arbitrary file upload vulnerability in Blueimp jQuery-File-Upload <= v9.22.0

2019

CVE-2019-0708
BlueKeep - A remote code execution vulnerability exists in Remote Desktop Services formerly known as Terminal Services when an unauthenticated attacker connects to the target system using RDP and sends specially crafted requests, aka 'Remote Desktop Services Remote Code Execution Vulnerability'.

2020

CVE-2020-0688
A remote code execution vulnerability exists in Microsoft Exchange software when the software fails to properly handle objects in memory, aka 'Microsoft Exchange Memory Corruption Vulnerability'.
CVE-2020-5902
In BIG-IP versions 15.0.0-15.1.0.3, 14.1.0-14.1.2.5, 13.1.0-13.1.3.3, 12.1.0-12.1.5.1, and 11.6.1-11.6.5.1, the Traffic Management User Interface (TMUI), also referred to as the Configuration utility, has a Remote Code Execution (RCE) vulnerability in undisclosed pages.

Methodology

Note that at time of this analysis, the 2020 dataset is incomplete. CVEs flagged as RESERVED, REJECTED, or without severity ratings have been excluded from some metrics.

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