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Attack ChainAIDerived

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

  1. Access
    Obtain unprivileged local shell
  2. Delivery
    Open GPU driver device node
  3. Exploit
    Issue crafted ioctl sequence to trigger use-after-free
  4. Execution
    Reclaim freed kernel object via heap grooming
  5. Impact
    Execute code in kernel context / escalate to root

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

Requires an authenticated, unprivileged local user with the ability to open the NVIDIA GPU driver device interface and issue ioctls on a Linux host running an affected NVIDIA GPU Display Driver (GeForce, RTX/Quadro/NVS, Tesla; the 'Guest Driver' tag indicates vGPU/guest-VM deployments are also in scope). Exploitation is limited by the local-only attack vector (no remote or network path), the need for a precise ordered driver-command sequence to win the use-after-free, and - for reliable code execution rather than mere DoS - kernel heap grooming against standard kernel mitigations. Highest realistic exposure is on shared or multi-tenant systems (VDI, container hosts, cloud/vGPU instances) where untrusted users hold local accounts.

Impact

This is a genuine but locally-scoped privilege-escalation risk, not a remote-drive-by. The CVSS 3.1 vector (AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H = 7.8 HIGH) is internally consistent with the description: an already-authenticated, unprivileged local user triggers a use-after-free (CWE-416) via a crafted sequence of driver commands (ioctls) to the kernel-mode GPU driver. All three impacts are High because a kernel UAF can plausibly yield ring-0 code execution, and the 'RCE' tag is therefore misleading - the attack vector is local (AV:L), so any code execution requires the attacker to already have a foothold on the host. No EPSS score, no CISA KEV listing, and no public POC are present in the provided data, so exploitation status is: no public exploit identified at time of analysis. No SSVC decision data was supplied. Reliability of UAF-to-code-execution exploitation depends on kernel heap grooming and mitigations (KASLR, SMEP/SMAP), which typically raises real-world exploit complexity above the vendor's AC:L rating; DoS (driver/GPU crash) is the most readily achievable outcome. Net: a solid patch-management priority on multi-user, shared-GPU, and VDI/cloud-GPU Linux hosts, but lower urgency on single-user workstations where a local low-priv attacker is already present.

Exploit ScenarioDerived

A logged-in unprivileged user (or a low-privileged process/container tenant) on a Linux host with NVIDIA GPU drivers issues a specific ordered sequence of driver ioctls that frees a kernel object and then references the dangling pointer, corrupting kernel memory. By grooming the kernel heap to reclaim the freed allocation with attacker-controlled data, the user escalates to root or crashes the driver. No public exploit code is identified at this time; exploitation requires local access and no user interaction.

This Week Schedule remediation this week. Why: HIGH severity (CVSS 7.0-8.9).
No patch listed yet 0.2% exploitation probability (EPSS)

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AnalysisAIv1 – Sep 30, 2026

Local privilege escalation in the NVIDIA GPU Display Driver for Linux allows an authenticated, unprivileged user to trigger a use-after-free condition by issuing a specific sequence of driver commands, potentially leading to code execution, privilege escalation, denial of service, and information disclosure. The vulnerability affects GeForce, RTX/Quadro/NVS, and Tesla GPU drivers, including guest-VM vGPU deployments, and requires local access with low privileges. No public exploit code or confirmed active exploitation has been identified at time of analysis.

RemediationAI

Apply the latest NVIDIA GPU Display Driver for Linux update as specified in the vendor advisory at https://github.com/NVIDIA/product-security/tree/main/2026/5861. Vendor-released patch: refer to advisory for exact version. If a patched version is not yet available, implement compensating controls: restrict access to the NVIDIA device files (e.g., /dev/nvidia*) to trusted users and processes only, as the vulnerability requires the ability to open the device and issue ioctls. This can be done via file permissions or mandatory access controls (SELinux/AppArmor). Be aware that this may break GPU-accelerated workloads for restricted users. Additionally, run GPU workloads in isolated environments (containers, VMs) with minimal privileges, and monitor for unusual ioctl sequences or kernel crashes. Disabling the driver or unloading the kernel module is a drastic measure that will disable GPU functionality entirely, so it is not recommended unless the system cannot be patched and GPU use is not required. Note that the local attack vector limits exposure to systems where untrusted users already have local access, so prioritizing patching on multi-tenant or shared systems is critical.

Affected VersionsENISA

Guest driver 580.159.03(All versions prior to and including vGPU 19.5)
Guest driver 596.36(All versions prior to and including vGPU 20.1)
Tesla All driver versions prior to 610.57.04
RTX, Quadro, NVS All driver versions prior to 595.91.07
Guest driver 595.71.05(All versions prior to and including vGPU 20.1)
RTX, Quadro, NVS All driver versions prior to 610.57.04
Guest driver 582.53(All versions prior to and including vGPU 19.5)
GeForce All driver versions prior to 580.178.04
GeForce All driver versions prior to 615.71.09
RTX, Quadro, NVS All driver versions prior to 615.71.09
Tesla All driver versions prior to 615.71.09
Tesla All driver versions prior to 580.178.04
GeForce All driver versions prior to 610.57.04
RTX, Quadro, NVS All driver versions prior to 580.178.04
Tesla All driver versions prior to 595.91.07
GeForce All driver versions prior to 595.91.07
RTX, Quadro, NVS All driver versions prior to 596.86

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

The vulnerability is a use-after-free (CWE-416) in the NVIDIA GPU Display Driver for Linux, which manages GPU operations and exposes a device interface to user-space processes. An authenticated local user with low privileges (CVSS PR:L) can open the driver's device file and issue a crafted sequence of ioctl commands that cause the driver to reference memory after it has been freed. The affected products per CPE data include GeForce, RTX/Quadro/NVS, and Tesla GPU drivers, as well as guest drivers in vGPU/guest-VM deployments (indicated by the 'Guest Driver' tag). This flaw enables kernel-level memory corruption, which can be leveraged for privilege escalation, arbitrary code execution, denial of service, or information disclosure. Exploitation requires a precise ordered sequence of driver commands and, for reliable code execution, kernel heap grooming. The local attack vector (AV:L) means the attacker must already have local access to the system.

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Severity by source

Vendor (nvidia) PRIMARY 7.8 HIGH
AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
vuln.today AI 7.8 HIGH

Local unprivileged user (AV:L/PR:L) triggers a kernel UAF via driver ioctls with no interaction; kernel-context compromise gives C:H/I:H/A:H, agreeing with the 7.8 vendor score.

3.1 AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H
4.0 AV:L/AC:L/AT:N/PR:L/UI:N/VC:H/VI:H/VA:H/SC:N/SI:N/SA:N
SUSE HIGH
Red Hat 7.8 HIGH

Primary rating from Vendor (nvidia).

CVSS VectorVendor: nvidia

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

DescriptionCVE.org

NVIDIA GPU Display Driver for Linux contains a vulnerability where an unprivileged user could cause a use-after-free condition by issuing a sequence of driver commands. A successful exploit of this vulnerability might lead to code execution, escalation of privileges, denial of service and information disclosure.

Executive ViewAI

Why It Matters

CVE-2026-47588 is a high-severity local privilege escalation vulnerability in the NVIDIA GPU Display Driver for Linux, affecting GeForce, RTX/Quadro/NVS, Tesla, and guest-VM vGPU deployments. A local actor could exploit a use-after-free condition to gain elevated privileges, execute code, cause denial of service, or disclose information, with no public exploit identified at time of analysis. Because no vendor-released patch is identified at time of analysis, leadership should prioritize containment, least-privilege enforcement, and monitoring of affected GPU hosts and multi-tenant vGPU environments.

Business Impact: High
Compensating Controls

No vendor-released patch identified at time of analysis; interim mitigations include restricting local access to affected Linux GPU hosts, enforcing least privilege, disabling unnecessary NVIDIA driver modules or GPU passthrough/vGPU where feasible, isolating multi-tenant vGPU workloads, monitoring for abnormal driver ioctl activity and privilege escalation attempts, and monitoring NVIDIA advisories for a future patch.

Threat Intelligence Overview

EPSS Score
0.2%
Top 93% exploitable
Prevalence
High
NVIDIA GPU drivers ubiquitous on Linux GPU/AI/HPC/VDI and cloud instances
Data Quality
6 sources
Confidence: High
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 HIGH
CISA KEV No
Public POC No
EPSS 0.2%
Patch available No
Active threat No
Deciding rule
HIGH severity (CVSS 7.0-8.9)
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
Scheduled
Exploitation
None
System Exposure· derived
Small
Automatable
No
Human Impact
High
Technical Impact
Total

Priority Score

39
Low Medium High Critical
KEV: 0
EPSS: 0
CVSS: +39
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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An out-of-bounds write in NVIDIA NVAPI for Windows allows a locally authenticated attacker holding standard user privile

CVE-2026-47572 HIGH
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Type confusion in the kernel-mode layer of the NVIDIA GPU Display Driver for Linux allows a local low-privileged user (C

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Local privilege escalation in NVIDIA Display Driver for Windows allows an authenticated low-privileged user to trigger a

CVE-2026-47594 HIGH
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Local privilege escalation and potential code execution in NVIDIA GPU Display Driver for Windows and Linux arise from a

CVE-2026-47590 HIGH
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Local privilege escalation in NVIDIA Display Driver for Windows and Linux allows an unprivileged local attacker to trigg

CVE-2026-47589 HIGH
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Local privilege escalation and memory corruption in NVIDIA GPU Display Driver on Windows and Linux, affecting GeForce, R

CVE-2026-47591 HIGH
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Local privilege escalation in the kernel-mode layer of the NVIDIA GPU Display Driver for Linux allows an unprivileged lo

CVE-2026-47571 HIGH
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Privilege escalation in NVIDIA's GPU Display Driver for Windows lets a local, low-privileged authenticated user bypass a

CVE-2026-47595 HIGH
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Local privilege escalation in NVIDIA GPU Display Driver for Linux allows an authenticated local unprivileged user to wri

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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