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EUVD-2026-351811
European Vulnerability Database identifier assigned by ENISAReserved
2026-10-02 08:21
Assigner
ENISA
Alias of
a CVE record, shown under related vulnerabilities.
This identifier carries no description, severity or references of its own:
they belong to that CVE.
{
"assigner": "ENISA",
"date_reserved": "2026-10-02T08:21:08.019544+00:00",
"id": "EUVD-2026-351811"
}
CVE-2022-49176 (GCVE-0-2022-49176)
Vulnerability from cvelistv5 – Published: 2025-02-26 01:55 – Updated: 2026-08-12 23:58
VLAI
EPSS
VEX
Title
bfq: fix use-after-free in bfq_dispatch_request
Summary
In the Linux kernel, the following vulnerability has been resolved:
bfq: fix use-after-free in bfq_dispatch_request
KASAN reports a use-after-free report when doing normal scsi-mq test
[69832.239032] ==================================================================
[69832.241810] BUG: KASAN: use-after-free in bfq_dispatch_request+0x1045/0x44b0
[69832.243267] Read of size 8 at addr ffff88802622ba88 by task kworker/3:1H/155
[69832.244656]
[69832.245007] CPU: 3 PID: 155 Comm: kworker/3:1H Not tainted 5.10.0-10295-g576c6382529e #8
[69832.246626] Hardware name: QEMU Standard PC (i440FX + PIIX, 1996), BIOS rel-1.14.0-0-g155821a1990b-prebuilt.qemu.org 04/01/2014
[69832.249069] Workqueue: kblockd blk_mq_run_work_fn
[69832.250022] Call Trace:
[69832.250541] dump_stack+0x9b/0xce
[69832.251232] ? bfq_dispatch_request+0x1045/0x44b0
[69832.252243] print_address_description.constprop.6+0x3e/0x60
[69832.253381] ? __cpuidle_text_end+0x5/0x5
[69832.254211] ? vprintk_func+0x6b/0x120
[69832.254994] ? bfq_dispatch_request+0x1045/0x44b0
[69832.255952] ? bfq_dispatch_request+0x1045/0x44b0
[69832.256914] kasan_report.cold.9+0x22/0x3a
[69832.257753] ? bfq_dispatch_request+0x1045/0x44b0
[69832.258755] check_memory_region+0x1c1/0x1e0
[69832.260248] bfq_dispatch_request+0x1045/0x44b0
[69832.261181] ? bfq_bfqq_expire+0x2440/0x2440
[69832.262032] ? blk_mq_delay_run_hw_queues+0xf9/0x170
[69832.263022] __blk_mq_do_dispatch_sched+0x52f/0x830
[69832.264011] ? blk_mq_sched_request_inserted+0x100/0x100
[69832.265101] __blk_mq_sched_dispatch_requests+0x398/0x4f0
[69832.266206] ? blk_mq_do_dispatch_ctx+0x570/0x570
[69832.267147] ? __switch_to+0x5f4/0xee0
[69832.267898] blk_mq_sched_dispatch_requests+0xdf/0x140
[69832.268946] __blk_mq_run_hw_queue+0xc0/0x270
[69832.269840] blk_mq_run_work_fn+0x51/0x60
[69832.278170] process_one_work+0x6d4/0xfe0
[69832.278984] worker_thread+0x91/0xc80
[69832.279726] ? __kthread_parkme+0xb0/0x110
[69832.280554] ? process_one_work+0xfe0/0xfe0
[69832.281414] kthread+0x32d/0x3f0
[69832.282082] ? kthread_park+0x170/0x170
[69832.282849] ret_from_fork+0x1f/0x30
[69832.283573]
[69832.283886] Allocated by task 7725:
[69832.284599] kasan_save_stack+0x19/0x40
[69832.285385] __kasan_kmalloc.constprop.2+0xc1/0xd0
[69832.286350] kmem_cache_alloc_node+0x13f/0x460
[69832.287237] bfq_get_queue+0x3d4/0x1140
[69832.287993] bfq_get_bfqq_handle_split+0x103/0x510
[69832.289015] bfq_init_rq+0x337/0x2d50
[69832.289749] bfq_insert_requests+0x304/0x4e10
[69832.290634] blk_mq_sched_insert_requests+0x13e/0x390
[69832.291629] blk_mq_flush_plug_list+0x4b4/0x760
[69832.292538] blk_flush_plug_list+0x2c5/0x480
[69832.293392] io_schedule_prepare+0xb2/0xd0
[69832.294209] io_schedule_timeout+0x13/0x80
[69832.295014] wait_for_common_io.constprop.1+0x13c/0x270
[69832.296137] submit_bio_wait+0x103/0x1a0
[69832.296932] blkdev_issue_discard+0xe6/0x160
[69832.297794] blk_ioctl_discard+0x219/0x290
[69832.298614] blkdev_common_ioctl+0x50a/0x1750
[69832.304715] blkdev_ioctl+0x470/0x600
[69832.305474] block_ioctl+0xde/0x120
[69832.306232] vfs_ioctl+0x6c/0xc0
[69832.306877] __se_sys_ioctl+0x90/0xa0
[69832.307629] do_syscall_64+0x2d/0x40
[69832.308362] entry_SYSCALL_64_after_hwframe+0x44/0xa9
[69832.309382]
[69832.309701] Freed by task 155:
[69832.310328] kasan_save_stack+0x19/0x40
[69832.311121] kasan_set_track+0x1c/0x30
[69832.311868] kasan_set_free_info+0x1b/0x30
[69832.312699] __kasan_slab_free+0x111/0x160
[69832.313524] kmem_cache_free+0x94/0x460
[69832.314367] bfq_put_queue+0x582/0x940
[69832.315112] __bfq_bfqd_reset_in_service+0x166/0x1d0
[69832.317275] bfq_bfqq_expire+0xb27/0x2440
[69832.318084] bfq_dispatch_request+0x697/0x44b0
[69832.318991] __blk_mq_do_dispatch_sched+0x52f/0x830
[69832.319984] __blk_mq_sched_dispatch_requests+0x398/0x4f0
[69832.321087] blk_mq_sched_dispatch_requests+0xdf/0x140
[69832.322225] __blk_mq_run_hw_queue+0xc0/0x270
[69832.323114] blk_mq_run_work_fn+0x51/0x6
---truncated---
Severity
7.8 (High)
SSVC
Exploitation: none
Automatable: no
Technical Impact: total
CISA Coordinator · CISA-ADP (v2.0.3)
Decision recorded 2025-02-27 18:17 UTC
CWE
- CWE-416 - Use After Free
Assigner
References
7 references
Impacted products
2 products
| Vendor | Product | Version | |
|---|---|---|---|
| Linux | Linux |
Affected:
24bfd19bb7890255693ee5cb6dc100d8d215d00b , < 74e610b5ee0d95e751280567100509eb11517efa
(git)
Affected: 24bfd19bb7890255693ee5cb6dc100d8d215d00b , < 5117c9ff4c2ebae0f5c2c262d42a25a8fbc086e6 (git) Affected: 24bfd19bb7890255693ee5cb6dc100d8d215d00b , < df6e00b1a53c57dca82c63b5ecbcad5452231bc7 (git) Affected: 24bfd19bb7890255693ee5cb6dc100d8d215d00b , < 080665e2c3cbfc68359b9a348a3546ed9b908e7a (git) Affected: 24bfd19bb7890255693ee5cb6dc100d8d215d00b , < 5687958bf18f84384d809f521210d0f5deed03b0 (git) Affected: 24bfd19bb7890255693ee5cb6dc100d8d215d00b , < 40b4ba0030e0b02cbacd424ebb9f4c8b0976c786 (git) Affected: 24bfd19bb7890255693ee5cb6dc100d8d215d00b , < ab552fcb17cc9e4afe0e4ac4df95fc7b30e8490a (git) |
|
| Linux | Linux |
Affected:
4.15
Unaffected: 0 , < 4.15 (semver) Unaffected: 4.19.238 , ≤ 4.19.* (semver) Unaffected: 5.4.189 , ≤ 5.4.* (semver) Unaffected: 5.10.110 , ≤ 5.10.* (semver) Unaffected: 5.15.33 , ≤ 5.15.* (semver) Unaffected: 5.16.19 , ≤ 5.16.* (semver) Unaffected: 5.17.2 , ≤ 5.17.* (semver) Unaffected: 5.18 , ≤ * (original_commit_for_fix) |
{
"containers": {
"adp": [
{
"metrics": [
{
"cvssV3_1": {
"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"
}
},
{
"other": {
"content": {
"id": "CVE-2022-49176",
"options": [
{
"Exploitation": "none"
},
{
"Automatable": "no"
},
{
"Technical Impact": "total"
}
],
"role": "CISA Coordinator",
"timestamp": "2025-02-27T18:17:06.859094Z",
"version": "2.0.3"
},
"type": "ssvc"
}
}
],
"problemTypes": [
{
"descriptions": [
{
"cweId": "CWE-416",
"description": "CWE-416 Use After Free",
"lang": "en",
"type": "CWE"
}
]
}
],
"providerMetadata": {
"dateUpdated": "2025-02-27T18:22:34.604Z",
"orgId": "134c704f-9b21-4f2e-91b3-4a467353bcc0",
"shortName": "CISA-ADP"
},
"title": "CISA ADP Vulnrichment"
}
],
"cna": {
"affected": [
{
"defaultStatus": "unaffected",
"product": "Linux",
"programFiles": [
"block/bfq-iosched.c"
],
"repo": "https://git.kernel.org/pub/scm/linux/kernel/git/stable/linux.git",
"vendor": "Linux",
"versions": [
{
"lessThan": "74e610b5ee0d95e751280567100509eb11517efa",
"status": "affected",
"version": "24bfd19bb7890255693ee5cb6dc100d8d215d00b",
"versionType": "git"
},
{
"lessThan": "5117c9ff4c2ebae0f5c2c262d42a25a8fbc086e6",
"status": "affected",
"version": "24bfd19bb7890255693ee5cb6dc100d8d215d00b",
"versionType": "git"
},
{
"lessThan": "df6e00b1a53c57dca82c63b5ecbcad5452231bc7",
"status": "affected",
"version": "24bfd19bb7890255693ee5cb6dc100d8d215d00b",
"versionType": "git"
},
{
"lessThan": "080665e2c3cbfc68359b9a348a3546ed9b908e7a",
"status": "affected",
"version": "24bfd19bb7890255693ee5cb6dc100d8d215d00b",
"versionType": "git"
},
{
"lessThan": "5687958bf18f84384d809f521210d0f5deed03b0",
"status": "affected",
"version": "24bfd19bb7890255693ee5cb6dc100d8d215d00b",
"versionType": "git"
},
{
"lessThan": "40b4ba0030e0b02cbacd424ebb9f4c8b0976c786",
"status": "affected",
"version": "24bfd19bb7890255693ee5cb6dc100d8d215d00b",
"versionType": "git"
},
{
"lessThan": "ab552fcb17cc9e4afe0e4ac4df95fc7b30e8490a",
"status": "affected",
"version": "24bfd19bb7890255693ee5cb6dc100d8d215d00b",
"versionType": "git"
}
]
},
{
"defaultStatus": "affected",
"product": "Linux",
"programFiles": [
"block/bfq-iosched.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": "4.19.238",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.4.*",
"status": "unaffected",
"version": "5.4.189",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.10.*",
"status": "unaffected",
"version": "5.10.110",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.15.*",
"status": "unaffected",
"version": "5.15.33",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.16.*",
"status": "unaffected",
"version": "5.16.19",
"versionType": "semver"
},
{
"lessThanOrEqual": "5.17.*",
"status": "unaffected",
"version": "5.17.2",
"versionType": "semver"
},
{
"lessThanOrEqual": "*",
"status": "unaffected",
"version": "5.18",
"versionType": "original_commit_for_fix"
}
]
}
],
"cpeApplicability": [
{
"nodes": [
{
"cpeMatch": [
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "4.19.238",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "5.4.189",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "5.10.110",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "5.15.33",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "5.16.19",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "5.17.2",
"versionStartIncluding": "4.15",
"vulnerable": true
},
{
"criteria": "cpe:2.3:o:linux:linux_kernel:*:*:*:*:*:*:*:*",
"versionEndExcluding": "5.18",
"versionStartIncluding": "4.15",
"vulnerable": true
}
],
"negate": false,
"operator": "OR"
}
]
}
],
"descriptions": [
{
"lang": "en",
"value": "In the Linux kernel, the following vulnerability has been resolved:\n\nbfq: fix use-after-free in bfq_dispatch_request\n\nKASAN reports a use-after-free report when doing normal scsi-mq test\n\n[69832.239032] ==================================================================\n[69832.241810] BUG: KASAN: use-after-free in bfq_dispatch_request+0x1045/0x44b0\n[69832.243267] Read of size 8 at addr ffff88802622ba88 by task kworker/3:1H/155\n[69832.244656]\n[69832.245007] CPU: 3 PID: 155 Comm: kworker/3:1H Not tainted 5.10.0-10295-g576c6382529e #8\n[69832.246626] Hardware name: QEMU Standard PC (i440FX + PIIX, 1996), BIOS rel-1.14.0-0-g155821a1990b-prebuilt.qemu.org 04/01/2014\n[69832.249069] Workqueue: kblockd blk_mq_run_work_fn\n[69832.250022] Call Trace:\n[69832.250541] dump_stack+0x9b/0xce\n[69832.251232] ? bfq_dispatch_request+0x1045/0x44b0\n[69832.252243] print_address_description.constprop.6+0x3e/0x60\n[69832.253381] ? __cpuidle_text_end+0x5/0x5\n[69832.254211] ? vprintk_func+0x6b/0x120\n[69832.254994] ? bfq_dispatch_request+0x1045/0x44b0\n[69832.255952] ? bfq_dispatch_request+0x1045/0x44b0\n[69832.256914] kasan_report.cold.9+0x22/0x3a\n[69832.257753] ? bfq_dispatch_request+0x1045/0x44b0\n[69832.258755] check_memory_region+0x1c1/0x1e0\n[69832.260248] bfq_dispatch_request+0x1045/0x44b0\n[69832.261181] ? bfq_bfqq_expire+0x2440/0x2440\n[69832.262032] ? blk_mq_delay_run_hw_queues+0xf9/0x170\n[69832.263022] __blk_mq_do_dispatch_sched+0x52f/0x830\n[69832.264011] ? blk_mq_sched_request_inserted+0x100/0x100\n[69832.265101] __blk_mq_sched_dispatch_requests+0x398/0x4f0\n[69832.266206] ? blk_mq_do_dispatch_ctx+0x570/0x570\n[69832.267147] ? __switch_to+0x5f4/0xee0\n[69832.267898] blk_mq_sched_dispatch_requests+0xdf/0x140\n[69832.268946] __blk_mq_run_hw_queue+0xc0/0x270\n[69832.269840] blk_mq_run_work_fn+0x51/0x60\n[69832.278170] process_one_work+0x6d4/0xfe0\n[69832.278984] worker_thread+0x91/0xc80\n[69832.279726] ? __kthread_parkme+0xb0/0x110\n[69832.280554] ? process_one_work+0xfe0/0xfe0\n[69832.281414] kthread+0x32d/0x3f0\n[69832.282082] ? kthread_park+0x170/0x170\n[69832.282849] ret_from_fork+0x1f/0x30\n[69832.283573]\n[69832.283886] Allocated by task 7725:\n[69832.284599] kasan_save_stack+0x19/0x40\n[69832.285385] __kasan_kmalloc.constprop.2+0xc1/0xd0\n[69832.286350] kmem_cache_alloc_node+0x13f/0x460\n[69832.287237] bfq_get_queue+0x3d4/0x1140\n[69832.287993] bfq_get_bfqq_handle_split+0x103/0x510\n[69832.289015] bfq_init_rq+0x337/0x2d50\n[69832.289749] bfq_insert_requests+0x304/0x4e10\n[69832.290634] blk_mq_sched_insert_requests+0x13e/0x390\n[69832.291629] blk_mq_flush_plug_list+0x4b4/0x760\n[69832.292538] blk_flush_plug_list+0x2c5/0x480\n[69832.293392] io_schedule_prepare+0xb2/0xd0\n[69832.294209] io_schedule_timeout+0x13/0x80\n[69832.295014] wait_for_common_io.constprop.1+0x13c/0x270\n[69832.296137] submit_bio_wait+0x103/0x1a0\n[69832.296932] blkdev_issue_discard+0xe6/0x160\n[69832.297794] blk_ioctl_discard+0x219/0x290\n[69832.298614] blkdev_common_ioctl+0x50a/0x1750\n[69832.304715] blkdev_ioctl+0x470/0x600\n[69832.305474] block_ioctl+0xde/0x120\n[69832.306232] vfs_ioctl+0x6c/0xc0\n[69832.306877] __se_sys_ioctl+0x90/0xa0\n[69832.307629] do_syscall_64+0x2d/0x40\n[69832.308362] entry_SYSCALL_64_after_hwframe+0x44/0xa9\n[69832.309382]\n[69832.309701] Freed by task 155:\n[69832.310328] kasan_save_stack+0x19/0x40\n[69832.311121] kasan_set_track+0x1c/0x30\n[69832.311868] kasan_set_free_info+0x1b/0x30\n[69832.312699] __kasan_slab_free+0x111/0x160\n[69832.313524] kmem_cache_free+0x94/0x460\n[69832.314367] bfq_put_queue+0x582/0x940\n[69832.315112] __bfq_bfqd_reset_in_service+0x166/0x1d0\n[69832.317275] bfq_bfqq_expire+0xb27/0x2440\n[69832.318084] bfq_dispatch_request+0x697/0x44b0\n[69832.318991] __blk_mq_do_dispatch_sched+0x52f/0x830\n[69832.319984] __blk_mq_sched_dispatch_requests+0x398/0x4f0\n[69832.321087] blk_mq_sched_dispatch_requests+0xdf/0x140\n[69832.322225] __blk_mq_run_hw_queue+0xc0/0x270\n[69832.323114] blk_mq_run_work_fn+0x51/0x6\n---truncated---"
}
],
"metrics": [
{
"cvssV3_1": {
"baseScore": 7.8,
"baseSeverity": "HIGH",
"vectorString": "CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H",
"version": "3.1"
},
"scenarios": [
{
"lang": "en",
"value": "AV:L - The bug is in the BFQ block I/O scheduler dispatch path (bfq_dispatch_request), reached when the local block layer dispatches requests from ordinary local I/O (read/write/ioctl) on a BFQ-scheduled device, not via a network protocol handler.\nAC:L - This is a synchronous dangling-pointer UAF within one locked dispatch call (expire/free of in_serv_queue, then bfq_bfqq_wait_request on the freed object), not a race the attacker cannot control; an unprivileged user can drive the needed queue create/expire/free pattern via I/O from short-lived processes.\nPR:L - Any unprivileged local user who can perform I/O on a filesystem backed by a BFQ device creates bfq_queue objects and exercises the same dispatch path; CAP_SYS_ADMIN is not required along the vulnerable path.\nUI:N - The attacker triggers the bug solely through their own I/O activity; no separate victim action is required.\nS:U - This is standard in-host kernel memory corruption / privilege escalation within the same security authority; it does not cross a VM, IOMMU, or other security boundary.\nC:H - Use-after-free of a bfq_queue slab object (and post-unlock use via bfq_update_dispatch_stats/bfqq_group when debug stats are enabled) enables heap reuse/spray and arbitrary kernel read primitives.\nI:H - The same bfq_queue UAF is exploitable for heap spraying and control-flow hijacking / arbitrary write primitives typical of kernel slab UAFs.\nA:H - The UAF produces kernel oops/panic (as shown by the KASAN report in bfq_dispatch_request) and can be triggered repeatedly to deny service."
}
]
}
],
"providerMetadata": {
"dateUpdated": "2026-08-12T23:58:13.436Z",
"orgId": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"shortName": "Linux"
},
"references": [
{
"url": "https://git.kernel.org/stable/c/74e610b5ee0d95e751280567100509eb11517efa"
},
{
"url": "https://git.kernel.org/stable/c/5117c9ff4c2ebae0f5c2c262d42a25a8fbc086e6"
},
{
"url": "https://git.kernel.org/stable/c/df6e00b1a53c57dca82c63b5ecbcad5452231bc7"
},
{
"url": "https://git.kernel.org/stable/c/080665e2c3cbfc68359b9a348a3546ed9b908e7a"
},
{
"url": "https://git.kernel.org/stable/c/5687958bf18f84384d809f521210d0f5deed03b0"
},
{
"url": "https://git.kernel.org/stable/c/40b4ba0030e0b02cbacd424ebb9f4c8b0976c786"
},
{
"url": "https://git.kernel.org/stable/c/ab552fcb17cc9e4afe0e4ac4df95fc7b30e8490a"
}
],
"title": "bfq: fix use-after-free in bfq_dispatch_request",
"x_generator": {
"engine": "bippy-1.2.0"
}
}
},
"cveMetadata": {
"assignerOrgId": "416baaa9-dc9f-4396-8d5f-8c081fb06d67",
"assignerShortName": "Linux",
"cveId": "CVE-2022-49176",
"datePublished": "2025-02-26T01:55:30.586Z",
"dateReserved": "2025-02-26T01:49:39.280Z",
"dateUpdated": "2026-08-12T23:58:13.436Z",
"state": "PUBLISHED"
},
"dataType": "CVE_RECORD",
"dataVersion": "5.2"
}
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Trend slope:
-
(linear fit over daily sighting counts)
Show additional events:
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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.
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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.
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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.
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