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Attack ChainAIDerived

Hypothetical attack flow derived from CVE metadata – not a confirmed exploit chain

  1. Access
    Gain local access to GPU device node
  2. Delivery
    Issue crafted driver command sequence
  3. Exploit
    Trigger kernel use-after-free
  4. Execution
    Reclaim freed object to corrupt memory
  5. Impact
    Execute code / escalate privileges in kernel

Vulnerability Assessment

Weakness
CWE
ASVS 5.0
V15 - Secure Coding and Architecture Memory lifecycle management
MITRE ATT&CK

2 techniques across 2 tactics: Execution, Privilege Escalation

The technique list with ATT&CK links and the kill-chain view is part of the Basic plan and up.

Exploitation Conditions

Exploitation requires local access to the NVIDIA GPU Display Driver kernel module (the ability to interact with the GPU device / issue driver commands on an affected Windows or Linux system running GeForce, RTX/Quadro/NVS, or Tesla drivers). Limiting factors: high attack complexity (AC:H) because the use-after-free depends on winning a timing/command-sequence race that is not reliably reproducible, and - if the vendor's AV:P is correct - physical or direct console-level access rather than remote or ordinary remote-desktop access. No user interaction is required. Note the description does not state an authentication requirement and the vendor vector uses PR:N, but the AV:P designation is anomalous versus sibling CVEs and should be confirmed with NVIDIA bulletin 5861.

Impact

All exploitation signals point to a low-to-moderate real-world priority despite the memory-corruption impact. The vendor CVSS 3.1 vector (AV:P/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:H = 6.4) is notably WEAKER than the AV:L/AC:L/PR:L/7.8 pattern shared by the other bulletin-5861 GPU-driver UAF CVEs (e.g. CVE-2026-47590/47589/47594) - the AV:P (physical) attack vector is the key anomaly and looks questionable for a kernel-module use-after-free normally triggered by a local process issuing driver commands; this likely should be AV:L and should be verified against NVIDIA's security bulletin. There is no EPSS score, no CISA KEV listing, and no public POC provided, so this is 'no public exploit identified at time of analysis.' Combined with AC:H (a UAF race/sequence that is hard to win reliably), this reads as a real but low-probability, non-widespread issue rather than an urgent priority. The CWE-416 impact ceiling (code execution / EoP) keeps it worth patching in multi-user, VDI, or cloud-GPU environments, but no signal indicates imminent mass exploitation.

Exploit ScenarioDerived

A local attacker with the ability to interact with the GPU kernel driver issues a crafted sequence of driver commands (or exercises a specific ioctl path) to free a kernel object while a dangling reference remains, then reclaims the freed allocation to corrupt kernel memory. Winning the race is difficult (AC:H), and if the vendor's AV:P is accurate, physical/console-level access is additionally required. No public exploit code is available.

This Month Plan within 30 days. Why: MEDIUM severity (CVSS 4.0-6.9).
No patch listed yet 0.3% exploitation probability (EPSS)

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AnalysisAIv1 – Sep 30, 2026

Use-after-free in the NVIDIA GPU Display Driver kernel module (CVE-2026-47586) allows an attacker with local access to the GPU device on Windows or Linux to corrupt kernel memory, with potential outcomes including code execution, privilege escalation, denial of service, information disclosure, and data tampering. The vendor CVSS vector (AV:P/AC:H/PR:N) is anomalous - designating physical access and no privileges - while the independent assessment uses AV:L/AC:H/PR:L, indicating that exploitation is not remotely triggerable and instead depends on winning a timing/command-sequence race after obtaining local low-privileged access to the driver. No public exploit code or confirmed active exploitation is identified at time of analysis, and exploitation signals point to a low-to-moderate real-world priority despite the memory-corruption impact.

RemediationAI

Update to the patched NVIDIA GPU Display Driver version specified in NVIDIA security bulletin 5861 (https://github.com/NVIDIA/product-security/tree/main/2026/5861); no exact fix version is provided in the supplied data, so consult the bulletin for the appropriate driver release for GeForce, RTX/Quadro/NVS, or Tesla on Windows or Linux. Because exploitation requires local (or per vendor physical) access and high attack complexity, prioritizing physical security and restricting interactive logon to trusted users reduces exposure; on Linux, limiting access to device nodes such as /dev/nvidia* and /dev/dri/* to trusted groups is a compensating control, though it may break GPU-accelerated workloads for other users. Disabling or not loading the NVIDIA kernel module on systems that do not require GPU acceleration is the most effective workaround, with the trade-off of losing display and compute functionality. Monitor for kernel crashes or memory corruption indicators as potential exploitation attempts, and apply the vendor patch as soon as an updated driver is available.

Affected VersionsENISA

RTX, Quadro, NVS All driver versions prior to 595.91.07
RTX, Quadro, NVS All driver versions prior to 610.88
Tesla All driver versions prior to 610.57.04
Tesla All driver versions prior to 595.91.07
RTX, Quadro, NVS All driver versions prior to 596.86
RTX, Quadro, NVS All driver versions prior to 615.71.09
RTX, Quadro, NVS All driver versions prior to 610.57.04
GeForce All driver versions prior to 610.57.04
GeForce All driver versions prior to 595.91.07
Tesla All driver versions prior to 615.71.09
GeForce All driver versions prior to 582.78 Only GPUs based on the NVIDIA Maxwell, Volta, and Pascal GPU architectures are affected.
Tesla All driver versions prior to 596.86
Tesla All driver versions prior to 610.88
GeForce All driver versions prior to 616.56
GeForce All driver versions prior to 580.178.04
RTX, Quadro, NVS All driver versions prior to 616.92
Tesla All driver versions prior to 616.92
GeForce All driver versions prior to 610.60
RTX, Quadro, NVS All driver versions prior to 582.78
GeForce All driver versions prior to 615.71.09
RTX, Quadro, NVS All driver versions prior to 580.178.04

Affected Packages

euvd geforce_all_driver_versions_prior_to no fix
euvd rtx_quadro_nvs_all_driver_versions_prior_to no fix
euvd tesla_all_driver_versions_prior_to no fix

Source: OSV (Open Source Vulnerabilities)

Affects your stack

Affects 3 packages in euvd

Checking this CVE against your own stacks and servers is part of the Basic plan and up.

Technical ContextAI · show details

CWE-416 (use-after-free) in the NVIDIA GPU display driver kernel module. The driver operates at kernel privilege on Windows and Linux, and a use-after-free occurs when the kernel frees an object but a reference remains, allowing an attacker to cause memory corruption that can be leveraged for code execution, privilege escalation, denial of service, information disclosure, or data tampering. CPE data identifies NVIDIA GeForce, RTX/Quadro/NVS, and Tesla driver families as affected across Windows and Linux, but no specific version ranges are provided in the CPE strings or description. The high attack complexity (AC:H) reflects that the bug depends on a precise race or command sequence that is not reliably reproducible, and the attack vector is local (AV:L per this assessment; AV:P per vendor), meaning the attacker must already be able to interact with the GPU device or driver. Authentication requirements are not confirmed from available data due to conflicting vector signals (vendor PR:N vs assessed PR:L). Patch available per vendor advisory (NVIDIA bulletin 5861); exact fixed driver versions are not enumerated in the supplied data.

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Severity by source

Vendor (nvidia) PRIMARY 6.4 MEDIUM
AV:P/AC:H/PR:N/UI:N/S:U/C:H/I:H/A:H
vuln.today AI 7.0 HIGH

Kernel-module UAF is reached by a local process interacting with the GPU driver (AV:L, PR:L), the race makes it AC:H, and successful kernel corruption yields full C/I/A impact.

3.1 AV:L/AC:H/PR:L/UI:N/S:U/C:H/I:H/A:H
4.0 AV:L/AC:H/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
SUSE HIGH
Red Hat 6.4 MEDIUM

Primary rating from Vendor (nvidia).

CVSS VectorVendor: nvidia

Attack Vector
Physical
Attack Complexity
High
Privileges Required
None
User Interaction
None
Scope
Unchanged
Confidentiality
High
Integrity
High
Availability
High

DescriptionCVE.org

NVIDIA GPU Display Driver for Windows and Linux contains a vulnerability in the kernel module where an attacker could cause a use-after-free. A successful exploit of this vulnerability might lead to code execution, denial of service, escalation of privileges, information disclosure, and data tampering.

Threat Intelligence Overview

EPSS Score
0.3%
Top 84% exploitable
Prevalence
High
NVIDIA GeForce/RTX/Quadro/NVS/Tesla display drivers on Windows and Linux are very widely deployed
Data Quality
5 sources
Confidence: Medium
EUVD NVD CVE.org EPSS Vulnrichment Vendor GitHub

How this decision was reached

The engine reads each signal below and applies a fixed list of rules from top to bottom. The first rule that matches sets the recommended action – like a statement, every line is shown.

SignalValue
Severity MEDIUM
CISA KEV No
Public POC No
EPSS 0.3%
Patch available No
Active threat No
Deciding rule
MEDIUM severity (CVSS 4.0-6.9)
What every action level means
Emergency Immediate action required. Criteria: CRITICAL + in CISA KEV (actively exploited) without patch, OR CRITICAL + EPSS > 30% without patch, OR CRITICAL + active threat signals without patch.
Act Now Prioritize within 24-48h. Criteria: in KEV with patch available, OR CRITICAL + public POC, OR HIGH + EPSS > 10%, OR CRITICAL + active threat, OR any CRITICAL severity.
This Week Schedule remediation this week. Criteria: HIGH severity (CVSS 7.0-8.9). Patch within normal change window.
This Month Plan within 30 days. Criteria: MEDIUM severity (CVSS 4.0-6.9), lower exploitation probability. Include in regular patch cycle.
Monitor Track and reassess. Criteria: LOW severity (CVSS 0.1-3.9), minimal exploitation risk. No immediate action needed.

SSVC AssessmentENISA

SSVC Decision· derived
Defer
Exploitation
None
System Exposure· derived
Small
Automatable
No
Human Impact· derived
Medium
Technical Impact
Total

Priority Score

32
Low Medium High Critical
KEV: 0
EPSS: 0
CVSS: +32
PoC: 0
Weaponized: 0
Threat intel: 0
Gov advisory: 0

Attack Technique

Use-after-free vulnerabilities occur when a program continues to access memory through a pointer after that memory has been deallocated.

Memory corruption occurs when a program writes data beyond the boundaries of allocated memory regions or accesses memory in unintended ways, violating the integrity of the process's address space.

Information disclosure occurs when an application unintentionally exposes sensitive data that aids attackers in reconnaissance or directly compromises security.

Remote Code Execution represents the critical moment when an attacker successfully runs arbitrary code on a target system without physical access.

Denial of Service attacks render applications or systems unavailable by overwhelming resources or triggering failure conditions.

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Vendor StatusVendor

SUSE

Severity: Important
Product Status
SUSE Linux Enterprise Desktop 15 SP7 Affected
SUSE Linux Enterprise Desktop 15 SP7 Affected
SUSE Linux Enterprise Micro 5.3 Affected
SUSE Linux Enterprise Micro 5.4 Affected
SUSE Linux Enterprise Micro 5.5 Affected

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