Description
A vulnerability has been found in ModelCloud GPTQModel up to 7.2.0. This vulnerability affects unknown code of the file gptqmodel/nn_modules/qlinear/tritonv2.py of the component Triton dequantization kernel. Such manipulation of the argument g_idx leads to out-of-bounds read. The attack can be executed remotely. The exploit has been disclosed to the public and may be used. Upgrading to version 7.3.0 is able to resolve this issue. The name of the patch is 877c732f7d7dccd56a729844c6a5bd20f3aa8bb1. Upgrading the affected component is recommended.
Published: 2026-09-07
Score: 5.3 Medium
EPSS: < 1% Very Low
KEV: No
Impact: Information disclosure due to out-of-bounds read
Action: Patch
AI Analysis

Impact

A flaw in the Triton dequantization kernel of ModelCloud GPTQModel allows an attacker to manipulate the argument g_idx, causing an out‑of‑bounds read. The vulnerability can be triggered remotely and may enable an adversary to read memory beyond the intended buffer, potentially exposing sensitive data. The cross‑boundary memory access results in an information‑disclosure risk rather than a direct code execution vector.

Affected Systems

ModelCloud GPTQModel products with versions up to 7.2.0 are affected. The fix was applied in the 7.3.0 release, described by patch commit 877c732f7d7dccd56a729844c6a5bd20f3aa8bb1. All users of the gptqmodel/nn_modules/qlinear/tritonv2.py component in those version ranges should verify they are not running the vulnerable code.

Risk and Exploitability

The CVSS score of 5.3 indicates medium severity. No EPSS score is available, and the issue is not listed in the CISA KEV catalog, but the exploit has been publicly disclosed and can be executed remotely. Attackers could exploit the remote read vulnerability in environments that expose the Triton dequantization service to the network, leading to potential leakage of confidential data.

Generated by OpenCVE AI on September 7, 2026 at 13:52 UTC.

Remediation

No vendor fix or workaround currently provided.

OpenCVE Recommended Actions

  • Upgrade ModelCloud GPTQModel to version 7.3.0 or later to incorporate the patch commit 877c732f7d7dccd56a729844c6a5bd20f3aa8bb1
  • Restrict the network exposure of the Triton dequantization service by firewalling or VPN gating so that only trusted hosts can interact with it
  • Monitor logs for anomalous indexed read attempts on the Triton kernel and configure intrusion detection alerts for suspicious remote activity

Generated by OpenCVE AI on September 7, 2026 at 13:52 UTC.

Tracking

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Advisories

No advisories yet.

History

Tue, 08 Sep 2026 14:30:00 +0000

Type Values Removed Values Added
Metrics ssvc

{'options': {'Automatable': 'no', 'Exploitation': 'poc', 'Technical Impact': 'partial'}, 'version': '2.0.3'}


Mon, 07 Sep 2026 08:45:00 +0000

Type Values Removed Values Added
Description A vulnerability has been found in ModelCloud GPTQModel up to 7.2.0. This vulnerability affects unknown code of the file gptqmodel/nn_modules/qlinear/tritonv2.py of the component Triton dequantization kernel. Such manipulation of the argument g_idx leads to out-of-bounds read. The attack can be executed remotely. The exploit has been disclosed to the public and may be used. Upgrading to version 7.3.0 is able to resolve this issue. The name of the patch is 877c732f7d7dccd56a729844c6a5bd20f3aa8bb1. Upgrading the affected component is recommended.
Title ModelCloud GPTQModel Triton dequantization kernel tritonv2.py out-of-bounds
First Time appeared Modelcloud
Modelcloud gptqmodel
Weaknesses CWE-119
CWE-125
CPEs cpe:2.3:a:modelcloud:gptqmodel:*:*:*:*:*:*:*:*
Vendors & Products Modelcloud
Modelcloud gptqmodel
References
Metrics cvssV2_0

{'score': 7.5, 'vector': 'AV:N/AC:L/Au:N/C:P/I:P/A:P/E:POC/RL:OF/RC:C'}

cvssV3_0

{'score': 6.3, 'vector': 'CVSS:3.0/AV:N/AC:L/PR:N/UI:R/S:U/C:L/I:L/A:L/E:P/RL:O/RC:C'}

cvssV3_1

{'score': 6.3, 'vector': 'CVSS:3.1/AV:N/AC:L/PR:N/UI:R/S:U/C:L/I:L/A:L/E:P/RL:O/RC:C'}

cvssV4_0

{'score': 5.3, 'vector': 'CVSS:4.0/AV:N/AC:L/AT:N/PR:N/UI:P/VC:L/VI:L/VA:L/SC:N/SI:N/SA:N/E:P'}


Subscriptions

Modelcloud Gptqmodel
cve-icon MITRE

Status: PUBLISHED

Assigner: VulDB

Published:

Updated: 2026-09-08T13:40:53.386Z

Reserved: 2026-09-06T15:40:50.945Z

Link: CVE-2026-86288

cve-icon Vulnrichment

Updated: 2026-09-08T13:40:50.266Z

cve-icon NVD

Status : Deferred

Published: 2026-09-07T09:17:17.297

Modified: 2026-09-08T14:17:33.880

Link: CVE-2026-86288

cve-icon Redhat

No data.

cve-icon OpenCVE Enrichment

Updated: 2026-09-07T14:00:17Z

Weaknesses
  • CWE-119

    Improper Restriction of Operations within the Bounds of a Memory Buffer

  • CWE-125

    Out-of-bounds Read