CASCACascade Atlas

Evidence dossier

CVE-2023-4211

Mali GPU Kernel Driver Allows Improper GPU Memory Processing Operations

Exploited in the wild (CISA KEV since Oct 3, 2023). NVD reports CVSS 3.1 5.5. EPSS estimates 1.1% exploit likelihood as of Aug 27, 2026.

60.5–63.5Priority evidence range
Evidence current through Aug 27, 2026, 6:09 PM UTC

As of Aug 27, 2026

Normalized restatement

A local non-privileged user can make improper GPU memory processing operations to gain access to already freed memory.

State
PUBLISHED
Published
Oct 1, 2023
Updated
Oct 21, 2025
Evidence coverage
92%

Evidence chronology

What was known when

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  1. Source dateSource date omittedFirst observed by CASCA
    Arm

    Record text: Mali GPU Kernel Driver Allows Improper GPU Memory Processing Operations

    Inspect raw assertion
    Field
    container
    Value
    Mali GPU Kernel Driver Allows Improper GPU Memory Processing Operations
    Original evidence ↗
  2. Source dateSource date omittedFirst observed by CASCA
    CISA-ADP

    Record text: CISA ADP Vulnrichment

    Inspect raw assertion
    Field
    container
    Value
    CISA ADP Vulnrichment
    Original evidence ↗
  3. Source dateSource date omittedFirst observed by CASCA
    CVE Program

    Record text: CVE Program Container

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    Field
    container
    Value
    CVE Program Container
    Original evidence ↗
  4. Source dateFirst observed by CASCA
    CISA KEV

    Exploitation cataloged: Arm Mali GPU Kernel Driver Use-After-Free Vulnerability

    Inspect raw assertion
    Field
    observed_exploitation
    Value
    Arm Mali GPU Kernel Driver Use-After-Free Vulnerability
    Original evidence ↗
  5. Source dateFirst observed by CASCA
    FIRST EPSS

    EPSS score: 1.1% probability · 63.22th percentile

    Inspect raw assertion
    Field
    model_probability
    Value
    Probability 0.010980000000; percentile 0.632250000000
    Original evidence ↗
ExploitationCatalog member

CISA KEV · catalog date Oct 3, 2023 · first observed Jul 19, 2026

Exploit likelihood1.10%

FIRST EPSS · score date Aug 27, 2026 · 63.2th percentile · first observed Aug 27, 2026

SeverityCVSS 5.5

NVD · CVSS 3.1 · first observed Jul 19, 2026 · same-version scores align in this snapshot

Evidence detail

Source limits and decisions

Why each evidence state has this value

casca-unknown-reasons-v1
Exploitation statusEvidence supported

Eligible evidence is present for this bounded claim.

Revision
evidence-policy-v1.1.0
Cutoff
Aug 27, 2026
Resolution
None
Exploit likelihoodEvidence supported

Eligible evidence is present for this bounded claim.

Revision
evidence-policy-v1.1.0
Cutoff
Aug 27, 2026
Resolution
None
Severity assessmentEvidence supported

Eligible evidence is present for this bounded claim.

Revision
casca-direct-cvss-eligibility-v1
Cutoff
Aug 27, 2026
Resolution
None
Affected productsSource-reported scope

The cited source assertion is retained while canonical product linkage remains open.

Revision
casca-factor-d-obligations-v1
Cutoff
Aug 27, 2026
Resolution
Resolve identity

Source comparison

Who said what

ArmOriginal assertion
Record text

Mali GPU Kernel Driver Allows Improper GPU Memory Processing Operations

Inspect raw assertion
Field
container
Value
Mali GPU Kernel Driver Allows Improper GPU Memory Processing Operations
Source dateSource date omittedFirst observed by CASCAOriginal evidence ↗
CISA-ADPIndependent enrichment
Record text

CISA ADP Vulnrichment

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Field
container
Value
CISA ADP Vulnrichment
Source dateSource date omittedFirst observed by CASCAOriginal evidence ↗
CVE ProgramDerivative copy
Record text

CVE Program Container

Inspect raw assertion
Field
container
Value
CVE Program Container
Source dateSource date omittedFirst observed by CASCAOriginal evidence ↗
CISA KEVOriginal assertion
Exploitation cataloged

Arm Mali GPU Kernel Driver Use-After-Free Vulnerability

Inspect raw assertion
Field
observed_exploitation
Value
Arm Mali GPU Kernel Driver Use-After-Free Vulnerability
Source dateFirst observed by CASCAOriginal evidence ↗
FIRST EPSSOriginal assertion
EPSS score

1.1% probability · 63.22th percentile

Inspect raw assertion
Field
model_probability
Value
Probability 0.010980000000; percentile 0.632250000000
Source dateFirst observed by CASCAOriginal evidence ↗

Applicability

Cited product scope

Trace impact →
4Underlying assertions
4Canonical products
4Target assertions
0Constraint assertions

Grouped from 1 configuration nodes in this exact snapshot. Visual grouping is navigational; asset exposure and root cause require cited evidence.

Identity source boundaries
  • Cpe dictionary1,775,266 records · observed through 2026-07-21T06:45:29.809Z27d65b0f-b718-4b4f-bb79-c47c68d09dfa
  • Cpe match643,502 records · observed through 2026-07-21T08:13:17.697Z955dae73-7302-438b-aee1-058d7cc5d48e

8 scope groups

Arm · source assertedArm LtdArm 5th Gen GPU Architecture Kernel DriverDirect source scope
Affected: r41p0 through r42p0 (patch comparison)
Source-reported scope

Canonical linkage remains open; the cited source assertion is retained below.

Inspect raw assertion[{"status": "affected", "version": "r41p0", "versionType": "patch", "lessThanOrEqual": "r42p0"}]
Arm · source assertedArm LtdBifrost GPU Kernel DriverDirect source scope
Affected: r0p0 through r42p0 (patch comparison)
Source-reported scope

Canonical linkage remains open; the cited source assertion is retained below.

Inspect raw assertion[{"status": "affected", "version": "r0p0", "versionType": "patch", "lessThanOrEqual": "r42p0"}]
Arm · source assertedArm LtdMidgard GPU Kernel DriverDirect source scope
Affected: r12p0 through r32p0 (patch comparison)
Source-reported scope

Canonical linkage remains open; the cited source assertion is retained below.

Inspect raw assertion[{"status": "affected", "version": "r12p0", "versionType": "patch", "lessThanOrEqual": "r32p0"}]
Arm · source assertedArm LtdValhall GPU Kernel DriverDirect source scope
Affected: r19p0 through r42p0 (patch comparison)
Source-reported scope

Canonical linkage remains open; the cited source assertion is retained below.

Inspect raw assertion[{"status": "affected", "version": "r19p0", "versionType": "patch", "lessThanOrEqual": "r42p0"}]
NVD CPE · APPLICATIONarm5th_gen_gpu_architecture_kernel_driverVulnerable target · 1 assertions
Any version (unconstrained) (>= r41p0, < r43p0)Canonical identity product-c128060e60876fb82068e11363a44c4ca1bf9817f5bc87aff991c2ea1fcbc5f0Linked exact
Scope supported
Inspect raw assertion
  1. cpe:2.3:a:arm:5th_gen_gpu_architecture_kernel_driver:*:*:*:*:*:*:*:*
    Official link
    Linked exact
    Role
    Vulnerable target
    Configuration
    0 · node/0 · match 0
    Logic
    OR
    Version bounds
    from including r41p0; through excluding r43p0
    Match ID
    574a1e71-2b1e-48d4-aa93-974b4e34c64f
NVD CPE · APPLICATIONarmbifrost_gpu_kernel_driverVulnerable target · 1 assertions
Any version (unconstrained) (>= r0p0, < r43p0)Canonical identity product-c63fa75a9e27e1bee83e7604c11191e006298c73db47bfbbaed00a84325fa08cLinked exact
Scope supported
Inspect raw assertion
  1. cpe:2.3:a:arm:bifrost_gpu_kernel_driver:*:*:*:*:*:*:*:*
    Official link
    Linked exact
    Role
    Vulnerable target
    Configuration
    0 · node/0 · match 1
    Logic
    OR
    Version bounds
    from including r0p0; through excluding r43p0
    Match ID
    c7205027-9ae7-4095-b0a7-b1eca71accae
NVD CPE · APPLICATIONarmmidgard_gpu_kernel_driverVulnerable target · 1 assertions
Any version (unconstrained) (>= r12p0, <= r32p0)Canonical identity product-13f91c58c8d4c31b0a8c7756d5499ca52ade104a22b726ed83efe44576504de1Linked exact
Scope supported
Inspect raw assertion
  1. cpe:2.3:a:arm:midgard_gpu_kernel_driver:*:*:*:*:*:*:*:*
    Official link
    Linked exact
    Role
    Vulnerable target
    Configuration
    0 · node/0 · match 2
    Logic
    OR
    Version bounds
    from including r12p0; through including r32p0
    Match ID
    16c78155-83b1-429d-9985-0327ad153fc6
NVD CPE · APPLICATIONarmvalhall_gpu_kernel_driverVulnerable target · 1 assertions
Any version (unconstrained) (>= r19p0, < r43p0)Canonical identity product-120d84144cb42acc8250575334ad30852731907e7447e24ff638755e7a0710f7Linked exact
Scope supported
Inspect raw assertion
  1. cpe:2.3:a:arm:valhall_gpu_kernel_driver:*:*:*:*:*:*:*:*
    Official link
    Linked exact
    Role
    Vulnerable target
    Configuration
    0 · node/0 · match 3
    Logic
    OR
    Version bounds
    from including r19p0; through excluding r43p0
    Match ID
    38bf4620-6a5c-4034-8d17-bc1ac5f8c711

Affected-product evidence

Accepted scope and product mapping

4 canonical links · 1 source-reported links

Mapping establishedEvidence supported

vendor-bff30a686dc6ea9189a7118a970d1059f93afc9c5381a3185721afbe29022cdd · product-120d84144cb42acc8250575334ad30852731907e7447e24ff638755e7a0710f7

Source class
Nvd cpe vulnerable target
Assertions
1
Mapping revision
cpe23-exact-mapping-v1
Observed cutoff
Aug 27, 2026
Retained assertion IDs
e0ad594e-36de-48d6-857b-45c8693d5c37
Mapping establishedEvidence supported

vendor-bff30a686dc6ea9189a7118a970d1059f93afc9c5381a3185721afbe29022cdd · product-13f91c58c8d4c31b0a8c7756d5499ca52ade104a22b726ed83efe44576504de1

Source class
Nvd cpe vulnerable target
Assertions
1
Mapping revision
cpe23-exact-mapping-v1
Observed cutoff
Aug 27, 2026
Retained assertion IDs
fb239ad8-cdcb-4afc-8991-8dba79d4e4a3
Mapping establishedEvidence supported

vendor-bff30a686dc6ea9189a7118a970d1059f93afc9c5381a3185721afbe29022cdd · product-c128060e60876fb82068e11363a44c4ca1bf9817f5bc87aff991c2ea1fcbc5f0

Source class
Nvd cpe vulnerable target
Assertions
1
Mapping revision
cpe23-exact-mapping-v1
Observed cutoff
Aug 27, 2026
Retained assertion IDs
18b766b3-e5da-4636-8053-f076f28eb30d
Mapping establishedEvidence supported

vendor-bff30a686dc6ea9189a7118a970d1059f93afc9c5381a3185721afbe29022cdd · product-c63fa75a9e27e1bee83e7604c11191e006298c73db47bfbbaed00a84325fa08c

Source class
Nvd cpe vulnerable target
Assertions
1
Mapping revision
cpe23-exact-mapping-v1
Observed cutoff
Aug 27, 2026
Retained assertion IDs
0d274fba-1b36-4f98-bff7-f8d3ec34fe96
Source-reported scopeSource-reported scope

Canonical linkage remains open; the cited source assertion is retained below.

Vendor specified only by source · Product specified only by source

Source class
Direct cve affected
Assertions
4
Mapping revision
cpe23-exact-mapping-v1
Observed cutoff
Aug 27, 2026
Retained assertion IDs
3011c361-e97e-4280-bf19-de2b9fe8e87d70a6d799-1821-466e-b7fc-de6ff54ca9938dd70fa1-5201-4cf1-965f-077e3a72f915e44867c8-ce9c-4447-864d-101d7221b824

Assessments

CVSS by origin

5.5
NVDCVSS 3.1 · role Primary · priority eligiblevalid_matchCVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
5.5
CVE Program sourceCVSS 3.1 · role Secondary · priority eligiblevalid_matchCVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
5.5
CISA-ADPCVSS 3.1 · role unknown · display onlyDirect record assessment retained outside normalized eligibilityCVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N

Direct CVE/CNA normalized decisions

5.5Priority eligible

CISA-ADP

CVSS 3.1 · Secondary · Independent enrichment · rank 2

CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:N/A:N
Validation
Valid match
Recomputed
5.5
Decision reason
Evidence supported
Policy
casca-direct-cvss-eligibility-v1

Assessments are retained side by side under closed precedence. Cascade never averages CVSS.

Evidence boundaries

  • KEV membership is authoritative for the catalog, not proof of exposure in any environment.
  • EPSS is a dated model probability and not an individual-environment prediction.
  • Affected or fixed status applies only to the exact cited product and version scope; remaining scope stays source-scoped.
  • NVD-carried upstream facts remain derivative; independent corroboration requires a separately authored source.
  • Only NVD metrics validated under the generation-bound calculator are Public Priority eligible; direct CVE record metrics remain display-only.
  • NVD CVSS source eligibility is closed: NVD-authored, exact record-source, or registered same-CVE container origin; unmapped sources remain display-only.
  • Core replay supports the active and immediately prior generation; retrospective valid-at replay is deferred.
  • OSV aggregation and OSV-converted NVD material are not independent corroboration.
  • Red Hat facts are vendor assertions for the exact supplied products.
  • Nonmembership and not-yet-observed states are not proof of safety.