CVE-2023-53515 (GCVE-0-2023-53515)
Vulnerability from cvelistv5 – Published: 2025-10-01 11:46 – Updated: 2026-05-11 19:46
VLAI
EPSS
VEX
Title
virtio-mmio: don't break lifecycle of vm_dev
Summary
In the Linux kernel, the following vulnerability has been resolved:
virtio-mmio: don't break lifecycle of vm_dev
vm_dev has a separate lifecycle because it has a 'struct device'
embedded. Thus, having a release callback for it is correct.
Allocating the vm_dev struct with devres totally breaks this protection,
though. Instead of waiting for the vm_dev release callback, the memory
is freed when the platform_device is removed. Resulting in a
use-after-free when finally the callback is to be called.
To easily see the problem, compile the kernel with
CONFIG_DEBUG_KOBJECT_RELEASE and unbind with sysfs.
The fix is easy, don't use devres in this case.
Found during my research about object lifetime problems.
Severity
7.8 (High)
Assigner
References
7 references
Impacted products
2 products
| Vendor | Product | Version | CPE status | |
|---|---|---|---|---|
| Linux | Linux |
Affected:
7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5 , < 97a2d55ead76358245b446efd87818e919196d7a
(git)
Affected: 7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5 , < b788ad3b2468512339c05f23692e36860264e674 (git) Affected: 7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5 , < 3ff54d904fafabd0912796785e53cce4e69ca123 (git) Affected: 7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5 , < 5b7d5c2dd664eb8b9a06ecbc06e28d39359c422e (git) Affected: 7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5 , < af5818c35173e096085c6ae2e3aac605d3d15e41 (git) Affected: 7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5 , < 2dcb368fe5a8eee498ca75c93a18ce2f3b0d6a8e (git) Affected: 7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5 , < 55c91fedd03d7b9cf0c5199b2eb12b9b8e95281a (git) |
guessed | |
| Linux | Linux |
Affected:
4.15
Unaffected: 0 , < 4.15 (semver) Unaffected: 4.19.293 , ≤ 4.19.* (semver) Unaffected: 5.4.255 , ≤ 5.4.* (semver) Unaffected: 5.10.192 , ≤ 5.10.* (semver) Unaffected: 5.15.128 , ≤ 5.15.* (semver) Unaffected: 6.1.47 , ≤ 6.1.* (semver) Unaffected: 6.4.12 , ≤ 6.4.* (semver) Unaffected: 6.5 , ≤ * (original_commit_for_fix) |
guessed |
{
"containers": {
"cna": {
"affected": [
{
"defaultStatus": "unaffected",
"product": "Linux",
"programFiles": [
"drivers/virtio/virtio_mmio.c"
],
"repo": "https://git.kernel.org/pub/scm/linux/kernel/git/stable/linux.git",
"vendor": "Linux",
"versions": [
{
"lessThan": "97a2d55ead76358245b446efd87818e919196d7a",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "b788ad3b2468512339c05f23692e36860264e674",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "3ff54d904fafabd0912796785e53cce4e69ca123",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "5b7d5c2dd664eb8b9a06ecbc06e28d39359c422e",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "af5818c35173e096085c6ae2e3aac605d3d15e41",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "2dcb368fe5a8eee498ca75c93a18ce2f3b0d6a8e",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "55c91fedd03d7b9cf0c5199b2eb12b9b8e95281a",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
}
]
},
{
"defaultStatus": "affected",
"product": "Linux",
"programFiles": [
"drivers/virtio/virtio_mmio.c"
],
"repo": "https://git.kernel.org/pub/scm/linux/kernel/git/stable/linux.git",
"vendor": "Linux",
"versions": [
{
"status": "affected",
"version": "4.15"
},
{
"lessThan": "4.15",
"status": "unaffected",
"version": "0",
"versionType": "semver"
},
{
"lessThanOrEqual": "4.19.*",
"status": "unaffected",
"version": "4.19.293",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.4.*",
"status": "unaffected",
"version": "5.4.255",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.10.*",
"status": "unaffected",
"version": "5.10.192",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.15.*",
"status": "unaffected",
"version": "5.15.128",
"versionType": "semver"
},
{
"lessThanOrEqual": "6.1.*",
"status": "unaffected",
"version": "6.1.47",
"versionType": "semver"
},
{
"lessThanOrEqual": "6.4.*",
"status": "unaffected",
"version": "6.4.12",
"versionType": "semver"
},
{
"lessThanOrEqual": "*",
"status": "unaffected",
"version": "6.5",
"versionType": "original_commit_for_fix"
}
]
}
],
"cpeApplicability": [
{
"nodes": [
{
"cpeMatch": [
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "4.19.293",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "5.4.255",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "5.10.192",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "5.15.128",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "6.1.47",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "6.4.12",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "6.5",
"versionStartIncluding": "4.15",
"vulnerable": true
}
],
"negate": false,
"operator": "OR"
}
]
}
],
"descriptions": [
{
"lang": "en",
"value": "In the Linux kernel, the following vulnerability has been resolved:\n\nvirtio-mmio: don\u0027t break lifecycle of vm_dev\n\nvm_dev has a separate lifecycle because it has a \u0027struct device\u0027\nembedded. Thus, having a release callback for it is correct.\n\nAllocating the vm_dev struct with devres totally breaks this protection,\nthough. Instead of waiting for the vm_dev release callback, the memory\nis freed when the platform_device is removed. Resulting in a\nuse-after-free when finally the callback is to be called.\n\nTo easily see the problem, compile the kernel with\nCONFIG_DEBUG_KOBJECT_RELEASE and unbind with sysfs.\n\nThe fix is easy, don\u0027t use devres in this case.\n\nFound during my research about object lifetime problems."
}
],
"providerMetadata": {
"dateUpdated": "2026-05-11T19:46:28.049Z",
"orgId": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"shortName": "Linux"
},
"references": [
{
"url": "https://git.kernel.org/stable/c/97a2d55ead76358245b446efd87818e919196d7a"
},
{
"url": "https://git.kernel.org/stable/c/b788ad3b2468512339c05f23692e36860264e674"
},
{
"url": "https://git.kernel.org/stable/c/3ff54d904fafabd0912796785e53cce4e69ca123"
},
{
"url": "https://git.kernel.org/stable/c/5b7d5c2dd664eb8b9a06ecbc06e28d39359c422e"
},
{
"url": "https://git.kernel.org/stable/c/af5818c35173e096085c6ae2e3aac605d3d15e41"
},
{
"url": "https://git.kernel.org/stable/c/2dcb368fe5a8eee498ca75c93a18ce2f3b0d6a8e"
},
{
"url": "https://git.kernel.org/stable/c/55c91fedd03d7b9cf0c5199b2eb12b9b8e95281a"
}
],
"title": "virtio-mmio: don\u0027t break lifecycle of vm_dev",
"x_generator": {
"engine": "bippy-1.2.0"
}
}
},
"cveMetadata": {
"assignerOrgId": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"assignerShortName": "Linux",
"cveId": "CVE-2023-53515",
"datePublished": "2025-10-01T11:46:03.192Z",
"dateReserved": "2025-10-01T11:39:39.406Z",
"dateUpdated": "2026-05-11T19:46:28.049Z",
"state": "PUBLISHED"
},
"dataType": "CVE_RECORD",
"dataVersion": "5.2",
"vulnerability-lookup:meta": {
"epss": {
"cve": "CVE-2023-53515",
"date": "2026-10-13",
"epss": "0.00149",
"percentile": "0.03636"
},
"nvd": {
"cve": {
"affected": [
{
"affectedData": [
{
"defaultStatus": "unaffected",
"product": "Linux",
"programFiles": [
"drivers/virtio/virtio_mmio.c"
],
"repo": "https://git.kernel.org/pub/scm/linux/kernel/git/stable/linux.git",
"vendor": "Linux",
"versions": [
{
"lessThan": "97a2d55ead76358245b446efd87818e919196d7a",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "b788ad3b2468512339c05f23692e36860264e674",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "3ff54d904fafabd0912796785e53cce4e69ca123",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "5b7d5c2dd664eb8b9a06ecbc06e28d39359c422e",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "af5818c35173e096085c6ae2e3aac605d3d15e41",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "2dcb368fe5a8eee498ca75c93a18ce2f3b0d6a8e",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
},
{
"lessThan": "55c91fedd03d7b9cf0c5199b2eb12b9b8e95281a",
"status": "affected",
"version": "7eb781b1bbb7136fe78fb8c28c1c223c61fa32b5",
"versionType": "git"
}
]
},
{
"defaultStatus": "affected",
"product": "Linux",
"programFiles": [
"drivers/virtio/virtio_mmio.c"
],
"repo": "https://git.kernel.org/pub/scm/linux/kernel/git/stable/linux.git",
"vendor": "Linux",
"versions": [
{
"status": "affected",
"version": "4.15"
},
{
"lessThan": "4.15",
"status": "unaffected",
"version": "0",
"versionType": "semver"
},
{
"lessThanOrEqual": "4.19.*",
"status": "unaffected",
"version": "4.19.293",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.4.*",
"status": "unaffected",
"version": "5.4.255",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.10.*",
"status": "unaffected",
"version": "5.10.192",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.15.*",
"status": "unaffected",
"version": "5.15.128",
"versionType": "semver"
},
{
"lessThanOrEqual": "6.1.*",
"status": "unaffected",
"version": "6.1.47",
"versionType": "semver"
},
{
"lessThanOrEqual": "6.4.*",
"status": "unaffected",
"version": "6.4.12",
"versionType": "semver"
},
{
"lessThanOrEqual": "*",
"status": "unaffected",
"version": "6.5",
"versionType": "original_commit_for_fix"
}
]
}
],
"source": "416baaa9-dc9f-4396-8d5f-8c081fb06d67"
}
],
"configurations": [
{
"nodes": [
{
"cpeMatch": [
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"matchCriteriaId": "ED6316DD-6C72-425B-A7D4-EA2D57F6124C",
"versionEndExcluding": "4.19.293",
"versionStartIncluding": "4.15.1",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"matchCriteriaId": "1379E40A-2AC3-484E-929A-7F46B6C3B521",
"versionEndExcluding": "5.4.255",
"versionStartIncluding": "4.20",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"matchCriteriaId": "9396FFDC-6A0D-44B7-9368-21B456F6D4AE",
"versionEndExcluding": "5.10.192",
"versionStartIncluding": "5.5",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"matchCriteriaId": "1415629F-F97B-4880-BA1E-AF3DBB8EF305",
"versionEndExcluding": "5.15.128",
"versionStartIncluding": "5.11",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"matchCriteriaId": "2EEA01B0-0151-4E0F-B140-1A441EEDD717",
"versionEndExcluding": "6.1.47",
"versionStartIncluding": "5.16",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"matchCriteriaId": "CF8ECF64-40AE-49AB-8315-4D83F9F56ECF",
"versionEndExcluding": "6.4.12",
"versionStartIncluding": "6.2",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:4.15:-:*:*:*:*:*:*",
"matchCriteriaId": "3B4D39AF-668B-442B-8085-639A6D4FA5AC",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:4.15:rc3:*:*:*:*:*:*",
"matchCriteriaId": "14E8986E-B317-40EA-B0B5-5D2922D2AF5B",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:4.15:rc4:*:*:*:*:*:*",
"matchCriteriaId": "EBC4657A-0239-47DF-B582-87D8DFA69439",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:4.15:rc5:*:*:*:*:*:*",
"matchCriteriaId": "0E1F48A9-9185-4554-9265-22CEC01D18FD",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:4.15:rc6:*:*:*:*:*:*",
"matchCriteriaId": "639D2465-65E0-40E2-B7A8-BEA9E221DE54",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:4.15:rc7:*:*:*:*:*:*",
"matchCriteriaId": "A282AD0B-2D63-4F05-8F89-109A0975B423",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:4.15:rc8:*:*:*:*:*:*",
"matchCriteriaId": "30358221-183C-4699-994E-AF51F5D534FC",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:4.15:rc9:*:*:*:*:*:*",
"matchCriteriaId": "A5ED80A8-E656-4AE9-921B-C22402C94A4C",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:6.5:rc1:*:*:*:*:*:*",
"matchCriteriaId": "0B3E6E4D-E24E-4630-B00C-8C9901C597B0",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:6.5:rc2:*:*:*:*:*:*",
"matchCriteriaId": "E4A01A71-0F09-4DB2-A02F-7EFFBE27C98D",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:6.5:rc3:*:*:*:*:*:*",
"matchCriteriaId": "F5608371-157A-4318-8A2E-4104C3467EA1",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:6.5:rc4:*:*:*:*:*:*",
"matchCriteriaId": "2226A776-DF8C-49E0-A030-0A7853BB018A",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:6.5:rc5:*:*:*:*:*:*",
"matchCriteriaId": "6F15C659-DF06-455A-9765-0E6DE920F29A",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:6.5:rc6:*:*:*:*:*:*",
"matchCriteriaId": "5B1C14ED-ABC4-41D3-8D9C-D38C6A65B4DE",
"vulnerable": true
}
],
"negate": false,
"operator": "OR"
}
]
}
],
"cveTags": [],
"descriptions": [
{
"lang": "en",
"value": "In the Linux kernel, the following vulnerability has been resolved:\n\nvirtio-mmio: don\u0027t break lifecycle of vm_dev\n\nvm_dev has a separate lifecycle because it has a \u0027struct device\u0027\nembedded. Thus, having a release callback for it is correct.\n\nAllocating the vm_dev struct with devres totally breaks this protection,\nthough. Instead of waiting for the vm_dev release callback, the memory\nis freed when the platform_device is removed. Resulting in a\nuse-after-free when finally the callback is to be called.\n\nTo easily see the problem, compile the kernel with\nCONFIG_DEBUG_KOBJECT_RELEASE and unbind with sysfs.\n\nThe fix is easy, don\u0027t use devres in this case.\n\nFound during my research about object lifetime problems."
}
],
"id": "CVE-2023-53515",
"lastModified": "2026-06-17T06:45:30.660",
"metrics": {
"cvssMetricV31": [
{
"cvssData": {
"attackComplexity": "LOW",
"attackVector": "LOCAL",
"availabilityImpact": "HIGH",
"baseScore": 7.8,
"baseSeverity": "HIGH",
"confidentialityImpact": "HIGH",
"integrityImpact": "HIGH",
"privilegesRequired": "LOW",
"scope": "UNCHANGED",
"userInteraction": "NONE",
"vectorString": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"version": "3.1"
},
"exploitabilityScore": 1.8,
"impactScore": 5.9,
"source": "nvd@nist.gov",
"type": "Primary"
}
]
},
"published": "2025-10-01T12:15:55.583",
"references": [
{
"source": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"tags": [
"Patch"
],
"url": "https://git.kernel.org/stable/c/2dcb368fe5a8eee498ca75c93a18ce2f3b0d6a8e"
},
{
"source": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"tags": [
"Patch"
],
"url": "https://git.kernel.org/stable/c/3ff54d904fafabd0912796785e53cce4e69ca123"
},
{
"source": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"tags": [
"Patch"
],
"url": "https://git.kernel.org/stable/c/55c91fedd03d7b9cf0c5199b2eb12b9b8e95281a"
},
{
"source": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"tags": [
"Patch"
],
"url": "https://git.kernel.org/stable/c/5b7d5c2dd664eb8b9a06ecbc06e28d39359c422e"
},
{
"source": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"tags": [
"Patch"
],
"url": "https://git.kernel.org/stable/c/97a2d55ead76358245b446efd87818e919196d7a"
},
{
"source": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"tags": [
"Patch"
],
"url": "https://git.kernel.org/stable/c/af5818c35173e096085c6ae2e3aac605d3d15e41"
},
{
"source": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"tags": [
"Patch"
],
"url": "https://git.kernel.org/stable/c/b788ad3b2468512339c05f23692e36860264e674"
}
],
"sourceIdentifier": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"vulnStatus": "Analyzed",
"weaknesses": [
{
"description": [
{
"lang": "en",
"value": "CWE-416"
}
],
"source": "nvd@nist.gov",
"type": "Primary"
}
]
}
},
"redhat_vex": {
"aggregate_severity": "Moderate",
"current_release_date": "2026-06-29T22:24:53+00:00",
"cve": "CVE-2023-53515",
"id": "CVE-2023-53515",
"initial_release_date": "2023-01-01T00:00:00+00:00",
"product_status:known_affected": "156",
"product_status:known_not_affected": "118",
"source": "Red Hat CSAF VEX",
"status": "final",
"title": "kernel: virtio-mmio: don\u0027t break lifecycle of vm_dev",
"url": "https://security.access.redhat.com/data/csaf/v2/vex/2023/cve-2023-53515.json",
"version": "3"
}
}
}
Loading…
Loading…
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.
Experimental. This forecast is provided for visualization only and may change without notice. Do not use it for operational decisions.
Forecast uses a logistic model when the trend is rising, or an exponential decay model when the trend is falling. Fitted via linearized least squares.
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
Loading timeline…
Loading…
Loading…
The MITRE ATT&CK techniques below are AI-generated suggestions, inferred from the description of the
vulnerability by the CIRCL/vulnerability-attack-technique-classification-roberta-base
model, served locally by ML-Gateway.
They have not been verified by an analyst and are provided for guidance only.
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.
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.
Loading…
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.