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Attack ChainAIDerived

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

  1. Access
    Gain low-privileged local account
  2. Delivery
    Issue crafted driver command sequence
  3. Exploit
    Trigger kernel use-after-free (CWE-416)
  4. Execution
    Reclaim freed object to control kernel memory
  5. Impact
    Escalate to SYSTEM/root or crash host

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 local, authenticated access as an unprivileged user on a Windows or Linux host running the affected NVIDIA GPU Display Driver (GeForce, RTX/Quadro/NVS, or Tesla lines); the attacker must be able to interact with the GPU driver's device interface to issue the specific driver-command sequence that induces the use-after-free. No special non-default product configuration is called out in the description, but exploitation is limited by the need for prior local code execution (PR:L, AV:L) and by the practical difficulty of turning a kernel UAF into reliable code execution (heap grooming, driver-version-specific offsets). There is no remote attack surface and no user interaction (UI:N). Risk concentrates on multi-user or shared-GPU environments - VDI, terminal servers, and cloud/virtualized GPU hosts - where untrusted low-privilege users run on the same machine.

Impact

This is a genuine but bounded local privilege-escalation/memory-corruption issue, not an internet-facing emergency. 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 and I agree with it: an already-authenticated low-privileged local user triggers a kernel-mode use-after-free (CWE-416) by issuing a crafted sequence of driver commands, with no user interaction and full C/I/A impact on the host. No EPSS score, CISA KEV listing, or public POC is provided in the input, so there is no signal of active or imminent exploitation - exploitation status is 'no public exploit identified at time of analysis.' UAF-to-kernel-code-execution on a GPU driver is real but non-trivial to weaponize reliably (heap grooming, versioned offsets), which tempers the 7.8 despite the high impact metrics. The 'RCE' tag conflicts with the vector: AV:L means local, not remote - code execution here is local privilege escalation, not remote code execution, so do not triage this as a remotely reachable flaw. NVIDIA is the reporter and has published a fix (product-security bulletin 5861), so patch availability is confirmed. Net: a medium-priority patch-management item, elevated where many low-trust users share GPU hosts (VDI, multi-tenant/cloud GPU, shared workstations).

Exploit ScenarioDerived

A low-privileged local user (or malicious process) on a Windows or Linux machine running the affected NVIDIA GPU Display Driver issues a specific sequence of driver commands (e.g., via IOCTLs/ioctls to the driver device) that drives a kernel object into a use-after-free state. By controlling reallocation of the freed object, the attacker corrupts kernel memory to escalate to SYSTEM/root or crash the host. No public exploit code is identified in the provided data, and exploitation requires local access plus non-trivial kernel heap manipulation.

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 and memory corruption in NVIDIA GPU Display Driver on Windows and Linux, affecting GeForce, RTX/Quadro/NVS, and Tesla lines. An unprivileged local user can trigger a use-after-free (CWE-416) by issuing a specific sequence of driver commands, leading to potential code execution, privilege escalation, denial of service, or information disclosure. Requires local access and low privileges (AV:L/PR:L) with no user interaction (UI:N); no public exploit identified at time of analysis. Risk is highest in multi-user or shared-GPU environments such as VDI, terminal servers, and cloud/virtualized GPU hosts.

RemediationAI

Apply the latest GPU driver update from NVIDIA for your specific product line (GeForce, RTX/Quadro/NVS, Tesla) on both Windows and Linux. The NVIDIA security advisory (https://github.com/NVIDIA/product-security/tree/main/2026/5861) should provide the exact patched driver versions; since no specific fix version is included in the provided data, refer to that advisory for the correct update. As an interim compensating control, restrict local unprivileged user access to GPU device interfaces (e.g., /dev/nvidia* on Linux) to trusted users only, but be aware this may break legitimate GPU functionality for other users. In multi-user environments (VDI, terminal servers, cloud GPU instances), consider isolating GPU access or limiting interactive logon privileges to reduce exposure. No other workarounds are known; monitor for suspicious driver interactions.

Affected VersionsENISA

Tesla All driver versions prior to 610.57.04
RTX, Quadro, NVS All driver versions prior to 610.88
Tesla All driver versions prior to 596.86
RTX, Quadro, NVS All driver versions prior to 615.71.09
GeForce All driver versions prior to 615.71.09
RTX, Quadro, NVS All driver versions prior to 596.86
Tesla All driver versions prior to 616.92
GeForce All driver versions prior to 616.56
GeForce All driver versions prior to 595.91.07
RTX, Quadro, NVS All driver versions prior to 610.57.04
RTX, Quadro, NVS All driver versions prior to 616.92
RTX, Quadro, NVS All driver versions prior to 595.91.07
Tesla All driver versions prior to 595.91.07
Tesla All driver versions prior to 610.88
GeForce All driver versions prior to 610.60
RTX, Quadro, NVS All driver versions prior to 580.178.04
GeForce All driver versions prior to 580.178.04
RTX, Quadro, NVS All driver versions prior to 582.78
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.
GeForce All driver versions prior to 610.57.04
Tesla 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

The vulnerability is a use-after-free (CWE-416) in the NVIDIA GPU Display Driver, a kernel-mode driver that manages GPU hardware and memory resources. An unprivileged user can interact with the driver's device interface (e.g., via IOCTLs) to issue a sequence of commands that causes the driver to reference memory after it has been freed. This memory corruption can be exploited to execute arbitrary code in kernel context, escalate privileges, or cause a crash. The affected product lines, as indicated by CPE entries, include NVIDIA GeForce, RTX, Quadro, NVS, and Tesla GPUs. The CVSS vector CVSS:3.1/AV:L/AC:L/PR:L/UI:N/S:U/C:H/I:H/A:H confirms a local attack vector, low privileges required, no user interaction, and high impact on confidentiality, integrity, and availability. The complexity of reliable exploitation depends on heap grooming and driver-version-specific offsets, but no public exploit code is currently identified.

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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) issues a driver-command sequence (AC:L) with no interaction to trigger a kernel UAF yielding full host code execution, so C/I/A:H, S:U.

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 where an unprivileged user may 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

A high-severity memory-corruption flaw in the NVIDIA GPU Display Driver (GeForce, RTX/Quadro/NVS, and Tesla lines on Windows and Linux) allows an unprivileged local user to escalate privileges or crash the system by issuing a crafted sequence of driver commands. Because no vendor patch is currently available, exposure is greatest where GPUs are shared across users - VDI pools, terminal servers, and virtualized/cloud GPU hosts - where a single malicious insider or compromised session can affect the host and neighboring tenants. Leadership should treat this as an unpatched, high-priority risk to shared compute platforms and act on the interim hardening and monitoring steps below.

Business Impact: High
Compensating Controls

No vendor-released patch identified at time of analysis; interim mitigations include restricting local and low-privilege access to shared-GPU systems such as VDI pools, terminal servers, and cloud/virtualized GPU hosts, segregating multi-tenant and multi-user GPU sessions, minimizing or disabling GPU passthrough and shared-GPU features where operationally feasible, enforcing least privilege so unprivileged users cannot exercise the affected driver command sequence, and enabling enhanced logging, EDR, and anomaly detection on GPU driver activity while tracking the NVIDIA advisory for a fixed driver version.

Threat Intelligence Overview

EPSS Score
0.2%
Top 93% exploitable
Prevalence
High
NVIDIA GeForce/RTX/Quadro/NVS/Tesla drivers ship on vast Windows and Linux install base
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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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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