CVE-2026-91006 (GCVE-0-2026-91006)
Vulnerability from cvelistv5 – Published: 2026-09-28 10:44 – Updated: 2026-09-29 21:03- CWE-78 - Improper neutralization of special elements used in an OS command ('OS command injection')
| Vendor | Product | Version | CPE status | |
|---|---|---|---|---|
| Apache Software Foundation | Apache Karaf |
Affected:
0 , < 4.4.12
(semver)
|
guessed |
{
"containers": {
"adp": [
{
"providerMetadata": {
"dateUpdated": "2026-09-28T13:10:12.951Z",
"orgId": "af854a3a-2127-422b-91ae-364da2661108",
"shortName": "CVE"
},
"references": [
{
"url": "http://www.openwall.com/lists/oss-security/2026/09/28/3"
}
],
"title": "CVE Program Container"
},
{
"metrics": [
{
"cvssV3_1": {
"attackComplexity": "LOW",
"attackVector": "NETWORK",
"availabilityImpact": "HIGH",
"baseScore": 8.8,
"baseSeverity": "HIGH",
"confidentialityImpact": "HIGH",
"integrityImpact": "HIGH",
"privilegesRequired": "LOW",
"scope": "UNCHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"version": "3.1"
}
},
{
"other": {
"content": {
"id": "CVE-2026-91006",
"options": [
{
"Exploitation": "none"
},
{
"Automatable": "no"
},
{
"Technical Impact": "total"
}
],
"role": "CISA Coordinator",
"timestamp": "2026-09-29T03:55:20.472246Z",
"version": "2.0.3"
},
"type": "ssvc"
}
}
],
"providerMetadata": {
"dateUpdated": "2026-09-29T21:03:21.368Z",
"orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"shortName": "CISA-ADP"
},
"title": "CISA ADP Vulnrichment"
}
],
"cna": {
"affected": [
{
"defaultStatus": "unaffected",
"packageName": "org.apache.karaf:org.apache.karaf.instance.core",
"product": "Apache Karaf",
"vendor": "Apache Software Foundation",
"versions": [
{
"lessThan": "4.4.12",
"status": "affected",
"version": "0",
"versionType": "semver"
}
]
}
],
"credits": [
{
"lang": "en",
"type": "reporter",
"value": "n0mi1k \u003cnomilksec@gmail.com\u003e"
}
],
"descriptions": [
{
"lang": "en",
"supportingMedia": [
{
"base64": false,
"type": "text/html",
"value": "Apache Karaf\u0027s instance-management service (\u003ccode\u003eInstanceServiceImpl\u003c/code\u003e) builds the command line used to launch a child Karaf JVM by string concatenation, then executes it through\u0026nbsp;\u003ccode\u003e/bin/sh\u0026nbsp;\u003c/code\u003e(Unix) or\u0026nbsp;\u003ccode\u003ecscript\u003c/code\u003e\u0026nbsp;(Windows). The caller-supplied\u0026nbsp;\u003ccode\u003ejavaOpts\u003c/code\u003e\u0026nbsp;value is spliced into that string unquoted. A javaOpts value containing shell metacharacters (\u003ccode\u003e;\u003c/code\u003e,\u0026nbsp;\u003ccode\u003e|\u003c/code\u003e,\u0026nbsp;\u003ccode\u003e`\u003c/code\u003e,\u0026nbsp;\u003ccode\u003e$(...)\u003c/code\u003e) is interpreted by the shell instead of being passed to the JVM as an option, giving arbitrary OS command execution as the Karaf process user.\u003cdiv\u003e\u003cbr\u003e\u003c/div\u003e\u003cdiv\u003eReachable via the shell commands\u0026nbsp;\u003ccode\u003einstance:create\u003c/code\u003e,\u0026nbsp;\u003ccode\u003einstance:start\u003c/code\u003e,\u0026nbsp;\u003ccode\u003einstance:restart\u003c/code\u003e,\u0026nbsp;\u003ccode\u003einstance:change-opts\u003c/code\u003e, and the equivalent\u0026nbsp;\u003ccode\u003eInstanceMBean\u003c/code\u003e\u0026nbsp;JMX operations (\u003ccode\u003ecreateInstance\u003c/code\u003e,\u0026nbsp;\u003ccode\u003estartInstance\u003c/code\u003e,\u0026nbsp;\u003ccode\u003echangeJavaOpts\u003c/code\u003e,\u0026nbsp;\u003ccode\u003ecloneInstance\u003c/code\u003e).\u003c/div\u003e\u003ch3\u003eMitigation\u0026nbsp;\u003c/h3\u003e\u003cdiv\u003e\u003cul\u003e\u003cli\u003eSet\u0026nbsp;\u003ccode\u003ekaraf.secured.command.compulsory.roles=admin\u003c/code\u003e\u0026nbsp;in\u0026nbsp;\u003ccode\u003eetc/system.properties\u003c/code\u003e\u0026nbsp;to close the fail-open gap for all unconfigured command scopes.\u003c/li\u003e\u003cli\u003eRestrict which principals can reach\u0026nbsp;\u003ccode\u003einstance:*\u003c/code\u003e\u0026nbsp;commands and\u0026nbsp;\u003ccode\u003eInstancesMBean\u003c/code\u003e\u0026nbsp;via\u0026nbsp;\u003ccode\u003eetc/users.properties\u003c/code\u003e\u0026nbsp;role assignments.\u003c/li\u003e\u003cli\u003eTreat\u0026nbsp;\u003ccode\u003ejavaOpts\u003c/code\u003e\u0026nbsp;passed to i\u003ccode\u003enstance:create\u003c/code\u003e/\u003ccode\u003einstance:start\u003c/code\u003e/\u003ccode\u003einstance:change-opts\u003c/code\u003e/\u003ccode\u003eInstancesMBean\u003c/code\u003e\u0026nbsp;as untrusted input only from fully-trusted operators.\u003c/li\u003e\u003c/ul\u003e\u003c/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c/div\u003e"
}
],
"value": "Apache Karaf\u0027s instance-management service (InstanceServiceImpl) builds the command line used to launch a child Karaf JVM by string concatenation, then executes it through\u00a0/bin/sh\u00a0(Unix) or\u00a0cscript\u00a0(Windows). The caller-supplied\u00a0javaOpts\u00a0value is spliced into that string unquoted. A javaOpts value containing shell metacharacters (;,\u00a0|,\u00a0`,\u00a0$(...)) is interpreted by the shell instead of being passed to the JVM as an option, giving arbitrary OS command execution as the Karaf process user.\n\n\nReachable via the shell commands\u00a0instance:create,\u00a0instance:start,\u00a0instance:restart,\u00a0instance:change-opts, and the equivalent\u00a0InstanceMBean\u00a0JMX operations (createInstance,\u00a0startInstance,\u00a0changeJavaOpts,\u00a0cloneInstance).\n\nMitigation\u00a0 * Set\u00a0karaf.secured.command.compulsory.roles=admin\u00a0in\u00a0etc/system.properties\u00a0to close the fail-open gap for all unconfigured command scopes.\n * Restrict which principals can reach\u00a0instance:*\u00a0commands and\u00a0InstancesMBean\u00a0via\u00a0etc/users.properties\u00a0role assignments.\n * Treat\u00a0javaOpts\u00a0passed to instance:create/instance:start/instance:change-opts/InstancesMBean\u00a0as untrusted input only from fully-trusted operators."
}
],
"metrics": [
{
"other": {
"content": {
"text": "moderate"
},
"type": "Textual description of severity"
},
"scenarios": [
{
"lang": "en",
"value": "GENERAL"
}
]
}
],
"problemTypes": [
{
"descriptions": [
{
"cweId": "CWE-78",
"description": "CWE-78 Improper neutralization of special elements used in an OS command (\u0027OS command injection\u0027)",
"lang": "en",
"type": "CWE"
}
]
}
],
"providerMetadata": {
"dateUpdated": "2026-09-28T10:44:32.652Z",
"orgId": "f0158376-9dc2-43b6-827c-5f631a4d8d09",
"shortName": "apache"
},
"references": [
{
"tags": [
"vendor-advisory"
],
"url": "https://lists.apache.org/thread/olzy0yjw82b20w59vonfjr1x7v5yzocr"
}
],
"source": {
"advisory": "https://karaf.apache.org/security/cve-2026-91006.txt",
"defect": [
"https://github.com/apache/karaf/pull/2878"
],
"discovery": "EXTERNAL"
},
"title": "Apache Karaf: OS Command Injection in Child-Instance Launch (instance:* / InstancesMBean)",
"x_generator": {
"engine": "Vulnogram 1.0.3"
}
}
},
"cveMetadata": {
"assignerOrgId": "f0158376-9dc2-43b6-827c-5f631a4d8d09",
"assignerShortName": "apache",
"cveId": "CVE-2026-91006",
"datePublished": "2026-09-28T10:44:32.652Z",
"dateReserved": "2026-09-14T15:56:23.927Z",
"dateUpdated": "2026-09-29T21:03:21.368Z",
"state": "PUBLISHED"
},
"dataType": "CVE_RECORD",
"dataVersion": "5.2",
"vulnerability-lookup:meta": {
"epss": {
"cve": "CVE-2026-91006",
"date": "2026-11-13",
"epss": "0.01135",
"percentile": "0.66993"
},
"nvd": {
"cve": {
"affected": [
{
"affectedData": [
{
"defaultStatus": "unaffected",
"packageName": "org.apache.karaf:org.apache.karaf.instance.core",
"product": "Apache Karaf",
"vendor": "Apache Software Foundation",
"versions": [
{
"lessThan": "4.4.12",
"status": "affected",
"version": "0",
"versionType": "semver"
}
]
}
],
"source": "security@apache.org"
}
],
"configurations": [
{
"nodes": [
{
"cpeMatch": [
{
"criteria": "cpe:2.3:a:apache:karaf:*:*:*:*:*:*:*:*",
"matchCriteriaId": "532915B7-A52C-450A-A6BF-0FAE4B4144CD",
"versionEndExcluding": "4.4.12",
"vulnerable": true
}
],
"negate": false,
"operator": "OR"
}
]
}
],
"cveTags": [],
"descriptions": [
{
"lang": "en",
"value": "Apache Karaf\u0027s instance-management service (InstanceServiceImpl) builds the command line used to launch a child Karaf JVM by string concatenation, then executes it through\u00a0/bin/sh\u00a0(Unix) or\u00a0cscript\u00a0(Windows). The caller-supplied\u00a0javaOpts\u00a0value is spliced into that string unquoted. A javaOpts value containing shell metacharacters (;,\u00a0|,\u00a0`,\u00a0$(...)) is interpreted by the shell instead of being passed to the JVM as an option, giving arbitrary OS command execution as the Karaf process user.\n\n\nReachable via the shell commands\u00a0instance:create,\u00a0instance:start,\u00a0instance:restart,\u00a0instance:change-opts, and the equivalent\u00a0InstanceMBean\u00a0JMX operations (createInstance,\u00a0startInstance,\u00a0changeJavaOpts,\u00a0cloneInstance).\n\nMitigation\u00a0 * Set\u00a0karaf.secured.command.compulsory.roles=admin\u00a0in\u00a0etc/system.properties\u00a0to close the fail-open gap for all unconfigured command scopes.\n * Restrict which principals can reach\u00a0instance:*\u00a0commands and\u00a0InstancesMBean\u00a0via\u00a0etc/users.properties\u00a0role assignments.\n * Treat\u00a0javaOpts\u00a0passed to instance:create/instance:start/instance:change-opts/InstancesMBean\u00a0as untrusted input only from fully-trusted operators."
}
],
"id": "CVE-2026-91006",
"lastModified": "2026-10-08T19:19:50.990",
"metrics": {
"cvssMetricV31": [
{
"cvssData": {
"attackComplexity": "LOW",
"attackVector": "NETWORK",
"availabilityImpact": "HIGH",
"baseScore": 8.8,
"baseSeverity": "HIGH",
"confidentialityImpact": "HIGH",
"integrityImpact": "HIGH",
"privilegesRequired": "LOW",
"scope": "UNCHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"version": "3.1"
},
"exploitabilityScore": 2.8,
"impactScore": 5.9,
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"type": "Secondary"
}
],
"ssvcV203": [
{
"source": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"ssvcData": {
"id": "CVE-2026-91006",
"options": [
{
"exploitation": "none"
},
{
"automatable": "no"
},
{
"technicalImpact": "total"
}
],
"role": "CISA Coordinator",
"timestamp": "2026-09-29T03:55:20.472246Z",
"version": "2.0.3"
}
}
]
},
"published": "2026-09-28T11:16:48.200",
"references": [
{
"source": "security@apache.org",
"tags": [
"Mailing List",
"Vendor Advisory"
],
"url": "https://lists.apache.org/thread/olzy0yjw82b20w59vonfjr1x7v5yzocr"
},
{
"source": "af854a3a-2127-422b-91ae-364da2661108",
"tags": [
"Mailing List",
"Third Party Advisory"
],
"url": "http://www.openwall.com/lists/oss-security/2026/09/28/3"
}
],
"sourceIdentifier": "security@apache.org",
"vulnStatus": "Analyzed",
"weaknesses": [
{
"description": [
{
"lang": "en",
"value": "CWE-78"
}
],
"source": "security@apache.org",
"type": "Secondary"
}
]
}
},
"redhat_vex": {
"aggregate_severity": "Important",
"current_release_date": "2026-10-16T12:17:17+00:00",
"cve": "CVE-2026-91006",
"id": "CVE-2026-91006",
"initial_release_date": "2026-09-28T10:44:32.652000+00:00",
"product_status:known_not_affected": "1",
"source": "Red Hat CSAF VEX",
"status": "final",
"title": "org.apache.karaf.instance/org.apache.karaf.instance.core: karaf: Apache Karaf: Arbitrary command execution via unquoted instance options",
"url": "https://security.access.redhat.com/data/csaf/v2/vex/2026/cve-2026-91006.json",
"version": "3"
},
"vulnrichment": {
"containers": {
"adp": [
{
"metrics": [
{
"cvssV3_1": {
"attackComplexity": "LOW",
"attackVector": "NETWORK",
"availabilityImpact": "HIGH",
"baseScore": 8.8,
"baseSeverity": "HIGH",
"confidentialityImpact": "HIGH",
"integrityImpact": "HIGH",
"privilegesRequired": "LOW",
"scope": "UNCHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:N/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"version": "3.1"
}
},
{
"other": {
"content": {
"id": "CVE-2026-91006",
"options": [
{
"Exploitation": "none"
},
{
"Automatable": "no"
},
{
"Technical Impact": "total"
}
],
"role": "CISA Coordinator",
"timestamp": "2026-09-29T03:55:20.472246Z",
"version": "2.0.3"
},
"type": "ssvc"
}
}
],
"providerMetadata": {
"dateUpdated": "2026-09-29T15:35:34.343Z",
"orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"shortName": "CISA-ADP"
},
"title": "CISA ADP Vulnrichment"
}
],
"cna": {
"affected": [
{
"defaultStatus": "unaffected",
"packageName": "org.apache.karaf:org.apache.karaf.instance.core",
"product": "Apache Karaf",
"vendor": "Apache Software Foundation",
"versions": [
{
"lessThan": "4.4.12",
"status": "affected",
"version": "0",
"versionType": "semver"
}
]
}
],
"credits": [
{
"lang": "en",
"type": "reporter",
"value": "n0mi1k \u003cnomilksec@gmail.com\u003e"
}
],
"descriptions": [
{
"lang": "en",
"supportingMedia": [
{
"base64": false,
"type": "text/html",
"value": "Apache Karaf\u0027s instance-management service (\u003ccode\u003eInstanceServiceImpl\u003c/code\u003e) builds the command line used to launch a child Karaf JVM by string concatenation, then executes it through\u0026nbsp;\u003ccode\u003e/bin/sh\u0026nbsp;\u003c/code\u003e(Unix) or\u0026nbsp;\u003ccode\u003ecscript\u003c/code\u003e\u0026nbsp;(Windows). The caller-supplied\u0026nbsp;\u003ccode\u003ejavaOpts\u003c/code\u003e\u0026nbsp;value is spliced into that string unquoted. A javaOpts value containing shell metacharacters (\u003ccode\u003e;\u003c/code\u003e,\u0026nbsp;\u003ccode\u003e|\u003c/code\u003e,\u0026nbsp;\u003ccode\u003e`\u003c/code\u003e,\u0026nbsp;\u003ccode\u003e$(...)\u003c/code\u003e) is interpreted by the shell instead of being passed to the JVM as an option, giving arbitrary OS command execution as the Karaf process user.\u003cdiv\u003e\u003cbr\u003e\u003c/div\u003e\u003cdiv\u003eReachable via the shell commands\u0026nbsp;\u003ccode\u003einstance:create\u003c/code\u003e,\u0026nbsp;\u003ccode\u003einstance:start\u003c/code\u003e,\u0026nbsp;\u003ccode\u003einstance:restart\u003c/code\u003e,\u0026nbsp;\u003ccode\u003einstance:change-opts\u003c/code\u003e, and the equivalent\u0026nbsp;\u003ccode\u003eInstanceMBean\u003c/code\u003e\u0026nbsp;JMX operations (\u003ccode\u003ecreateInstance\u003c/code\u003e,\u0026nbsp;\u003ccode\u003estartInstance\u003c/code\u003e,\u0026nbsp;\u003ccode\u003echangeJavaOpts\u003c/code\u003e,\u0026nbsp;\u003ccode\u003ecloneInstance\u003c/code\u003e).\u003c/div\u003e\u003ch3\u003eMitigation\u0026nbsp;\u003c/h3\u003e\u003cdiv\u003e\u003cul\u003e\u003cli\u003eSet\u0026nbsp;\u003ccode\u003ekaraf.secured.command.compulsory.roles=admin\u003c/code\u003e\u0026nbsp;in\u0026nbsp;\u003ccode\u003eetc/system.properties\u003c/code\u003e\u0026nbsp;to close the fail-open gap for all unconfigured command scopes.\u003c/li\u003e\u003cli\u003eRestrict which principals can reach\u0026nbsp;\u003ccode\u003einstance:*\u003c/code\u003e\u0026nbsp;commands and\u0026nbsp;\u003ccode\u003eInstancesMBean\u003c/code\u003e\u0026nbsp;via\u0026nbsp;\u003ccode\u003eetc/users.properties\u003c/code\u003e\u0026nbsp;role assignments.\u003c/li\u003e\u003cli\u003eTreat\u0026nbsp;\u003ccode\u003ejavaOpts\u003c/code\u003e\u0026nbsp;passed to i\u003ccode\u003enstance:create\u003c/code\u003e/\u003ccode\u003einstance:start\u003c/code\u003e/\u003ccode\u003einstance:change-opts\u003c/code\u003e/\u003ccode\u003eInstancesMBean\u003c/code\u003e\u0026nbsp;as untrusted input only from fully-trusted operators.\u003c/li\u003e\u003c/ul\u003e\u003c/div\u003e\u003cdiv\u003e\u003cbr\u003e\u003c/div\u003e"
}
],
"value": "Apache Karaf\u0027s instance-management service (InstanceServiceImpl) builds the command line used to launch a child Karaf JVM by string concatenation, then executes it through\u00a0/bin/sh\u00a0(Unix) or\u00a0cscript\u00a0(Windows). The caller-supplied\u00a0javaOpts\u00a0value is spliced into that string unquoted. A javaOpts value containing shell metacharacters (;,\u00a0|,\u00a0`,\u00a0$(...)) is interpreted by the shell instead of being passed to the JVM as an option, giving arbitrary OS command execution as the Karaf process user.\n\n\nReachable via the shell commands\u00a0instance:create,\u00a0instance:start,\u00a0instance:restart,\u00a0instance:change-opts, and the equivalent\u00a0InstanceMBean\u00a0JMX operations (createInstance,\u00a0startInstance,\u00a0changeJavaOpts,\u00a0cloneInstance).\n\nMitigation\u00a0 * Set\u00a0karaf.secured.command.compulsory.roles=admin\u00a0in\u00a0etc/system.properties\u00a0to close the fail-open gap for all unconfigured command scopes.\n * Restrict which principals can reach\u00a0instance:*\u00a0commands and\u00a0InstancesMBean\u00a0via\u00a0etc/users.properties\u00a0role assignments.\n * Treat\u00a0javaOpts\u00a0passed to instance:create/instance:start/instance:change-opts/InstancesMBean\u00a0as untrusted input only from fully-trusted operators."
}
],
"metrics": [
{
"other": {
"content": {
"text": "moderate"
},
"type": "Textual description of severity"
},
"scenarios": [
{
"lang": "en",
"value": "GENERAL"
}
]
}
],
"problemTypes": [
{
"descriptions": [
{
"cweId": "CWE-78",
"description": "CWE-78 Improper neutralization of special elements used in an OS command (\u0027OS command injection\u0027)",
"lang": "en",
"type": "CWE"
}
]
}
],
"providerMetadata": {
"dateUpdated": "2026-09-28T10:44:32.652Z",
"orgId": "f0158376-9dc2-43b6-827c-5f631a4d8d09",
"shortName": "apache"
},
"references": [
{
"tags": [
"vendor-advisory"
],
"url": "https://lists.apache.org/thread/olzy0yjw82b20w59vonfjr1x7v5yzocr"
}
],
"source": {
"advisory": "https://karaf.apache.org/security/cve-2026-91006.txt",
"defect": [
"https://github.com/apache/karaf/pull/2878"
],
"discovery": "EXTERNAL"
},
"title": "Apache Karaf: OS Command Injection in Child-Instance Launch (instance:* / InstancesMBean)",
"x_generator": {
"engine": "Vulnogram 1.0.3"
}
}
},
"cveMetadata": {
"assignerOrgId": "f0158376-9dc2-43b6-827c-5f631a4d8d09",
"assignerShortName": "apache",
"cveId": "CVE-2026-91006",
"datePublished": "2026-09-28T10:44:32.652Z",
"dateReserved": "2026-09-14T15:56:23.927Z",
"dateUpdated": "2026-09-28T13:10:12.951Z",
"state": "PUBLISHED"
},
"dataType": "CVE_RECORD",
"dataVersion": "5.2"
}
}
}
Drag nodes to arrange them. Double-click a related vulnerability to open it, or a source to visit its link. The Physics button on the left tunes the layout and the simulation; the legend at the bottom left hides or shows nodes by kind and by sighting type.
Sightings
| Author | Source | Type | Date | Other |
|---|
Nomenclature
- Seen: The vulnerability was mentioned, discussed, or observed by the user.
- Confirmed: The vulnerability has been validated from an analyst's perspective.
- Published Proof of Concept: A public proof of concept is available for this vulnerability.
- Exploited: The vulnerability was observed as exploited by the user who reported the sighting.
- Patched: The vulnerability was observed as successfully patched by the user who reported the sighting.
- Not exploited: The vulnerability was not observed as exploited by the user who reported the sighting.
- Not confirmed: The user expressed doubt about the validity of the vulnerability.
- Not patched: The vulnerability was not observed as successfully patched by the user who reported the sighting.
Vulnerability timeline
Sightings and recorded dates, grouped by day · UTC
How durations are calculated
Following the VTEM framework (Black Hat USA 2015), time to patch starts when the vendor or a coordinator was informed, total time to patch at discovery, and disclosure to patch at public disclosure; vendor response time runs from the report to its acknowledgement. Time to exploit and time unpatched start at the earliest discovery or report, falling back to public disclosure. Unpatched time ends at the first recorded patch, or the calculation time when no patch is recorded. Exploitation to patch shows the interval between those two events; a published proof of concept is a public exploit, not exploitation.
Each result shows its source dates. A negative interval means the end event came first; when date-only inputs leave the order open, the result says so. Date-only inputs are approximate. The earliest evidence wins: KEV report dates and sightings are labelled as such. Records describing another vulnerability are listed but never calculated from, and a PoC alone does not establish exploitation. Missing patch evidence does not prove that no patch exists. Filters below change the event list only.
Loading timeline…
The approach is described in our paper Mapping CVEs to MITRE ATT&CK Techniques: A Curated Gold-Set Classifier and the Limits of LLM-Assisted Label Expansion.
Browse all ATT&CK techniques and the vulnerabilities related to each.
Related by attack behaviour
Vulnerabilities whose description is nearest to this one in the vector space of the CIRCL/vulnerability-attack-technique-biencoder model. This is a similarity search over the bi-encoder space (plain cosine), not a classification, and it has no measured accuracy.