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Attack ChainAIDerived

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

  1. Access
    Obtain low-privileged local access
  2. Delivery
    Open NVIDIA kernel driver device handle
  3. Exploit
    Issue crafted ioctl to trigger use-after-free
  4. Execution
    Groom kernel heap to reclaim freed object
  5. Persist
    Execute code in kernel mode
  6. Impact
    Escalate to SYSTEM/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 the attacker to already have local access and the ability to run code as a low-privileged user or process on a host with the NVIDIA GPU Display Driver installed (Windows or Linux), and to interact with the kernel mode driver interface (device ioctl/syscall) to trigger the use-after-free. For the vGPU-specific components (Guest Driver / Virtual GPU Manager tags), the relevant deployment is NVIDIA vGPU virtualization where a malicious or compromised guest exercises the driver path. Limiting factors: attack vector is LOCAL (AV:L) with no network or remote exploitation path, so no internet-facing exposure; a low but non-zero privilege level is needed (PR:L); no user interaction is required (UI:N). There is no special non-default configuration required beyond having the affected NVIDIA driver installed, which is standard on any system using NVIDIA GPUs.

Impact

This is a genuine, actionable priority for environments running NVIDIA GPUs, though not an emergency. The CVSS 3.1 vector (AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H, base 7.8 HIGH) describes a local, low-complexity, low-privilege use-after-free in the kernel mode layer of the GPU display driver, with full C:H/I:H/A:H impact - consistent with a local privilege escalation from a low-privileged user or process to kernel/SYSTEM. The AV:L (local) requirement is the single biggest risk-limiter: there is no remote network path, so an attacker must already have code execution on the host (or a foothold in a VM guest for the vGPU/Guest Driver variant). No EPSS score, CISA KEV listing, or public POC is present in the supplied data, so exploitation status is 'no public exploit identified at time of analysis' - this is not confirmed to be exploited in the wild. There is no SSVC decision data provided. The signals are internally consistent (vendor-reported by NVIDIA, CWE-416 use-after-free matches the described UAF and the memory-corruption tag), so no conflict needs flagging beyond the general caveat that a kernel UAF's true exploitability for code execution vs. mere DoS depends on the specific object lifecycle, which the advisory does not detail. Overall: patch-worthy local EoP, high because of ubiquitous GPU footprint, but gated behind requiring an existing local foothold.

Exploit ScenarioDerived

A low-privileged local user or a compromised sandboxed process on a Windows or Linux workstation issues crafted ioctl/syscall requests to the NVIDIA kernel mode driver, triggering a use-after-free on a freed kernel object. By grooming kernel heap allocations to reclaim the freed memory, the attacker gains kernel-mode code execution and escalates to SYSTEM/root; in the vGPU deployment, a malicious guest driver could similarly attack the Virtual GPU Manager. No public exploit code is identified at time of analysis, and exploitation requires prior local access.

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

Use-after-free in the NVIDIA GPU Display Driver kernel mode layer (Windows and Linux) lets a local user who already holds low-privileged code execution on the host trigger a memory-corruption condition inside the kernel driver, with the potential for code execution, privilege escalation, information disclosure, data tampering, and denial of service. Affected platforms span consumer and professional GPU lines (GeForce, RTX/Quadro/NVS, Tesla) as well as the vGPU components, where a malicious or compromised guest can exercise the vulnerable path through the Guest Driver and Virtual GPU Manager. The attack is strictly local (CVSS:3.1/AV:L/AC:L/PR:L/UI:N, score 7.8), requires no user interaction and no non-default configuration beyond having the driver installed, and there is no public exploit identified at time of analysis - no KEV entry and no proof-of-concept code is referenced in the available data.

RemediationAI

Primary action is to update the NVIDIA GPU Display Driver to the fixed branch version documented in NVIDIA's advisory for this CVE (https://github.com/NVIDIA/product-security/tree/main/2026/5861, with the NVD record at https://nvd.nist.gov/vuln/detail/CVE-2026-47551); because the provided data does not include an exact fixed version string, obtain the specific driver numbers from that advisory rather than assuming a generic "latest" release is sufficient, and apply patched drivers to every affected Windows and Linux host. For vGPU environments, remediation is two-sided: update both the Virtual GPU Manager on the hypervisor and the Guest Driver in every guest image, since patching only the host leaves guests able to exercise the vulnerable path - the trade-off is a coordinated maintenance window and guest-image rebasing across all tenants. Until the update is staged, the practical compensating controls are access-limiting rather than code-fixing: restrict interactive and job-scheduling access on GPU hosts to trusted accounts so unprivileged local users cannot reach the driver's kernel interface (this erodes multi-tenant and shared-workstation use cases), and for vGPU deployments isolate or suspend untrusted guest workloads on hosts running unpatched drivers, accepting the capacity and availability cost. Given AV:L/PR:L with no remote vector, there is no network-level control that meaningfully reduces exposure - network segmentation, WAF rules, and edge filtering do nothing here, and the effort is better spent on patch rollout and local privilege hygiene. Note that a reboot is normally required for kernel driver updates, and that the patch status per the supplied data is "Patch available per vendor advisory" with branch versions to be confirmed against NVIDIA's published table.

Affected VersionsENISA

Tesla All driver versions prior to 610.57.04
Tesla All driver versions prior to 580.178.04
RTX, Quadro, NVS All driver versions prior to 610.57.04
Tesla All driver versions prior to 595.91.07
GeForce All driver versions prior to 580.178.04
GeForce All driver versions prior to 610.60
Virtual GPU Manager 582.51(All versions prior to and including vGPU 19.5)
GeForce All driver versions prior to 595.91.07
Virtual GPU Manager 596.38(All versions prior to and including vGPU 20.1)
Tesla All driver versions prior to 596.86
GeForce All driver versions prior to 615.71.09
GeForce All driver versions prior to 610.57.04
RTX, Quadro, NVS All driver versions prior to 582.78
GeForce All driver versions prior to 616.56
RTX, Quadro, NVS All driver versions prior to 596.86
Guest driver 580.159.03(All versions prior to and including vGPU 19.5)
RTX, Quadro, NVS All driver versions prior to 615.71.09
Tesla All driver versions prior to 616.92
RTX, Quadro, NVS All driver versions prior to 616.92
GeForce All driver versions prior to 582.78 Only GPUs based on the NVIDIA Maxwell, Volta, and Pascal GPU architectures are affected.
RTX, Quadro, NVS All driver versions prior to 610.88
Tesla All driver versions prior to 615.71.09
RTX, Quadro, NVS All driver versions prior to 580.178.04
Tesla All driver versions prior to 610.88
Virtual GPU Manager 580.159.01(All versions prior to and including vGPU 19.5)
RTX, Quadro, NVS All driver versions prior to 595.91.07
Guest driver 582.53(All versions prior to and including vGPU 19.5)
Guest driver 596.36(All versions prior to and including vGPU 20.1)
Guest driver 595.71.05(All versions prior to and including vGPU 20.1)
Virtual GPU Manager 595.71.03(All versions prior to and including vGPU 20.1)

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 root cause is CWE-416 (Use After Free), a memory-safety defect in the kernel mode layer of the NVIDIA GPU Display Driver. In this class of bug, an object allocated by the driver is freed - typically during a teardown, reallocation, or error path - while a reference to it survives, so a subsequent operation dereferences reclaimed kernel memory. Because the fault lives in ring-0 code, a successful trigger gives the attacker a kernel-context primitive rather than a sandboxed user-mode one, which is why the CVSS impact sub-scores are uniformly High (C:H/I:H/A:H) despite the LOCAL vector. The vulnerability is reachable via the driver's kernel interface (device ioctl/syscall surface) that user-mode components use to submit GPU work, so any local process able to open the driver and issue the relevant request can attempt it. The supplied CPE data confirms scope across the NVIDIA client and datacenter GPU driver families (nvidia:geforce, nvidia:rtx,_quadro,_nvs, and nvidia:tesla), and the accompanying tags - Guest Driver and Virtual GPU Manager - indicate the same defect class also affects NVIDIA vGPU virtualization deployments, where the untrusted-guest boundary is the relevant privilege boundary: a compromised or hostile guest operating a vGPU can drive the host-side driver path. Note that no network-reachable path is documented; exploitation requires pre-existing local code execution at PR:L.

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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 kernel-mode use-after-free reachable by a low-privileged user without interaction; successful exploit yields kernel code execution giving full confidentiality, integrity, and availability impact.

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 Windows and Linux contains a vulnerability in the kernel mode layer where a user 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.

Executive ViewAI

Why It Matters

An unpatched kernel-mode use-after-free flaw in the NVIDIA GPU Display Driver affects the full breadth of the organization's GPU estate, including GeForce and RTX/Quadro/NVS endpoints, Tesla data-center accelerators, and vGPU virtual desktop and AI workloads. Any user who already has a low-privileged foothold on a host - or a compromised guest tenant in a virtualized GPU environment - could leverage it to reach kernel-level execution, escalate privileges, tamper with or exfiltrate data, or crash the host. Because no vendor fix is currently available and the affected driver is present by default on GPU-equipped systems, leadership should treat this as a containment and privilege-governance issue in the near term while tracking NVIDIA's advisory for a fix.

Business Impact: High
Compensating Controls

No vendor-released patch identified at time of analysis. Interim mitigations: enforce least privilege and remove unnecessary local interactive or service-account access on GPU-equipped hosts (attack is authenticated/local, PR:L); isolate and segment vGPU guests from each other and from host management planes; enable host-based detection for kernel driver crashes, unexpected privilege changes, and memory-corruption indicators; limit GPU host access to trusted administrators; monitor the NVIDIA advisory for the fixed driver version and stage it for rapid deployment. Note: the exploit is local only, so remote code execution exposure is not implied.

Threat Intelligence Overview

EPSS Score
0.2%
Top 93% exploitable
Prevalence
High
NVIDIA GPU drivers span consumer GeForce, RTX/Quadro workstations, and Tesla datacenter GPUs
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 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.

CVE-2026-24187 HIGH
8.8 May 26

Local privilege escalation and code execution in the NVIDIA Display Driver for Linux (GeForce, RTX/Quadro/NVS, Tesla, an

CVE-2026-47592 HIGH
7.8 Sep 30

An out-of-bounds read in the kernel-mode layer of NVIDIA GPU Display Driver on Windows and Linux allows a local, authent

CVE-2026-47573 HIGH
7.8 Sep 30

An out-of-bounds write in NVIDIA NVAPI for Windows allows a locally authenticated attacker holding standard user privile

CVE-2026-47572 HIGH
7.8 Sep 30

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

CVE-2026-47570 HIGH
7.8 Sep 30

Local privilege escalation in NVIDIA GPU Display Driver for Windows (CUDA driver component) allows an authenticated atta

CVE-2026-47593 HIGH
7.8 Sep 30

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

CVE-2026-47594 HIGH
7.8 Sep 30

Local privilege escalation and potential code execution in NVIDIA GPU Display Driver for Windows and Linux arise from a

CVE-2026-47590 HIGH
7.8 Sep 30

Local privilege escalation in NVIDIA Display Driver for Windows and Linux allows an unprivileged local attacker to trigg

CVE-2026-47589 HIGH
7.8 Sep 30

Local privilege escalation and memory corruption in NVIDIA GPU Display Driver on Windows and Linux, affecting GeForce, R

CVE-2026-47588 HIGH
7.8 Sep 30

Local privilege escalation in the NVIDIA GPU Display Driver for Linux allows an authenticated, unprivileged user to trig

CVE-2026-47591 HIGH
7.8 Sep 30

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

CVE-2026-47571 HIGH
7.8 Sep 30

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

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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